{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":59,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":59,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0292c7c1c76a","filters":{"venue":"Obesity Research & Clinical Practice"}},"results":[{"id":"W2479029289","doi":"10.1016/j.orcp.2016.07.003","title":"The interface of depression and obesity","year":2016,"lang":"en","type":"review","venue":"Obesity Research & Clinical Practice","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":274,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"Mahidol University","keywords":"Obesity; Depression (economics); Medicine; Mood disorders; Major depressive disorder; Mood; Comorbidity; Epidemiology; Psychiatry; Public health; Socioeconomic status; Internal medicine; Anxiety; Environmental health; Population; Pathology","authors":[{"name":"Nattinee Jantaratnotai","is_ca":false},{"name":"Kanokwan Mosikanon","is_ca":false},{"name":"Yena Lee","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2883192847034393,"gpt":0.6361809110272181,"spread":0.3478616263237788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02094257,0.0003017267,0.001309931,0.0001115817,0.0005837656,0.0001162857,0.001096981,0.0008305042,0.0003852086],"category_scores_gemma":[0.02645624,0.0001590769,0.0004319106,0.0003615341,0.001382801,0.0001927729,0.001123658,0.00338486,0.0009582547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005320698,"about_ca_system_score_gemma":0.000313742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003416193,"about_ca_topic_score_gemma":0.00003471397,"domain_scores_codex":[0.9850128,0.01110601,0.001437017,0.0009126866,0.0008613297,0.0006701823],"domain_scores_gemma":[0.9392713,0.05751865,0.0009403776,0.001432396,0.0005751403,0.0002621457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000132506,0.001251196,0.004468027,0.0008851297,0.0001755474,0.00002675678,0.00005865044,1.538893e-9,2.127295e-7,0.0005030662,0.02321393,0.969285],"study_design_scores_gemma":[0.0003076774,0.0004472459,0.001888201,0.004130973,0.0003218577,0.00003521238,0.0002683063,3.076162e-7,2.137931e-7,0.0002546947,0.9921655,0.0001797887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004383575,0.963824,0.00003435685,0.0003796104,0.0005113755,0.001004677,0.00002141149,0.00002795282,0.03375825],"genre_scores_gemma":[0.0003623707,0.9894524,0.0001395123,0.00002032842,0.0002570713,0.00007124296,0.000004447888,0.00004594328,0.009646723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691052,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1622344395","doi":"10.1016/j.orcp.2015.08.007","title":"Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity","year":2015,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Royal Alexandra Hospital; York University","funders":"","keywords":"Caloric theory; Caloric intake; Obesity; Association (psychology); Medicine; Physical activity; Food intake; Gerontology; Psychology; Endocrinology; Physical medicine and rehabilitation","authors":[{"name":"Ruth E. Brown","is_ca":true},{"name":"Arya M. Sharma","is_ca":true},{"name":"Chris I. Ardern","is_ca":true},{"name":"Pedi Mirdamadi","is_ca":true},{"name":"Paul Mirdamadi","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1297595735197269,"gpt":0.4218001483844782,"spread":0.2920405748647512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009812488,0.0001503867,0.0003143824,0.0000565766,0.0001883887,0.000127921,0.0003232757,0.0002525824,0.000002001238],"category_scores_gemma":[0.008891745,0.0001036051,0.00006708405,0.000380225,0.0002501131,0.00005665431,0.0002653316,0.001134084,0.00001671908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000686034,"about_ca_system_score_gemma":0.000153471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005685551,"about_ca_topic_score_gemma":0.0001608805,"domain_scores_codex":[0.9938936,0.0039087,0.0002448104,0.0005313075,0.001010267,0.0004113795],"domain_scores_gemma":[0.9967118,0.001972531,0.0001782156,0.000414113,0.0004932067,0.0002301186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001228211,0.003025839,0.9808476,0.00003694323,0.0001139373,0.00002862714,0.0003791949,5.15746e-7,0.0007334061,0.0002094126,0.00468753,0.008708759],"study_design_scores_gemma":[0.00167295,0.001164492,0.9624277,0.00001765707,0.00007322263,0.000007835722,0.0007081954,0.00005478049,0.000867757,0.0006377383,0.0322001,0.0001675442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948669,0.0002453417,0.0002087508,0.002295933,0.00005470037,0.0004862057,0.00001633835,0.00000829261,0.001817519],"genre_scores_gemma":[0.9978266,0.000767323,0.0002415139,0.0001475683,0.0008213322,0.00003625733,0.00004558688,0.00001087006,0.0001029569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751257,"threshold_uncertainty_score":0.9994568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030800606","doi":"10.1016/j.orcp.2020.05.003","title":"Proportion of Japanese primary school children meeting recommendations for 24-h movement guidelines and associations with weight status","year":2020,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Primary (astronomy); Physical therapy; Demography; Pediatrics; Sociology","authors":[{"name":"Chiaki Tanaka","is_ca":false},{"name":"Mark S. Tremblay","is_ca":true},{"name":"Masayuki Okuda","is_ca":false},{"name":"Shigeru Inoue","is_ca":false},{"name":"Shigeho Tanaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.192113088080914,"gpt":0.480631405342142,"spread":0.288518317261228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005809988,0.0001767338,0.0006024263,0.00008733849,0.0003456207,0.00006909959,0.000159791,0.0001544675,0.00005363654],"category_scores_gemma":[0.06875619,0.0001450773,0.0001358938,0.000459455,0.0002683759,0.0007277773,0.0003248991,0.001199375,0.00002719775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832393,"about_ca_system_score_gemma":0.0006194187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520124,"about_ca_topic_score_gemma":0.0000473576,"domain_scores_codex":[0.9956402,0.0009046539,0.001016082,0.0006258425,0.001313534,0.0004997407],"domain_scores_gemma":[0.9890566,0.005764817,0.0006017936,0.0003762092,0.003479423,0.0007211187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168339,0.01238419,0.9422225,0.0003477847,0.0005902508,0.000007970633,0.0002723123,0.000003477735,0.0007372434,0.0003468066,0.03749562,0.004423499],"study_design_scores_gemma":[0.003315697,0.003431389,0.9795203,0.0002183973,0.0004599609,0.000004924316,0.0007873912,0.0009266418,0.0004706606,0.0006192341,0.01003807,0.0002073712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843338,0.0001850206,0.0001638425,0.1066666,0.00005894368,0.002981636,0.0001569399,0.00008039884,0.005372844],"genre_scores_gemma":[0.9548365,0.0009567213,0.03765848,0.004520319,0.001029176,0.0001217795,0.0003856802,0.00004889428,0.0004424504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021463,"threshold_uncertainty_score":0.939088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781621837","doi":"10.1016/j.orcp.2017.12.005","title":"The engagement pathway: A conceptual framework of engagement-related terms in weight management","year":2018,"lang":"en","type":"review","venue":"Obesity Research & Clinical Practice","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Attrition; Consistency (knowledge bases); Dropout (neural networks); Psychology; Conceptual framework; Community engagement; Knowledge management; Sociology; Medicine; Public relations; Political science; Computer science","authors":[{"name":"James Nobles","is_ca":false},{"name":"Arnaldo Perez","is_ca":true},{"name":"Joseph A. Skelton","is_ca":false},{"name":"Nicholas D. Spence","is_ca":false},{"name":"Geoff D.C. Ball","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3024364494009495,"gpt":0.5693758633598873,"spread":0.2669394139589378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.05496217,0.0005479631,0.001823487,0.0003749025,0.000804113,0.0001705922,0.002255428,0.00124089,0.00193547],"category_scores_gemma":[0.01677875,0.0003760582,0.0008125263,0.001572117,0.002332963,0.0001890066,0.001732546,0.009937736,0.002590867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203966,"about_ca_system_score_gemma":0.0003361606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893245,"about_ca_topic_score_gemma":0.00002986515,"domain_scores_codex":[0.9614805,0.03069932,0.003265443,0.001454078,0.001778162,0.001322492],"domain_scores_gemma":[0.9477529,0.04768612,0.001482294,0.002366712,0.0004461586,0.0002658308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001869148,0.0048754,0.001158765,0.001394898,0.00115485,0.0005271349,0.001005514,5.268363e-8,2.073836e-8,0.0455344,0.03537219,0.9087899],"study_design_scores_gemma":[0.0008001594,0.0009971237,0.000590086,0.004844135,0.0006381245,0.000009418115,0.003352884,0.000001545847,6.021106e-8,0.001545287,0.9868697,0.0003514968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002268921,0.8444194,0.00003228901,0.0004052403,0.001528325,0.003806596,0.00002696468,0.00005724233,0.1494971],"genre_scores_gemma":[0.0004183761,0.9887828,0.001223367,0.0001023687,0.0003914167,0.000635886,0.00004320958,0.00009623966,0.008306308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9514975,"threshold_uncertainty_score":0.9998691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1819530077","doi":"10.1016/j.orcp.2015.10.002","title":"Binge eating in adults with mood disorders: Results from the International Mood Disorders Collaborative Project","year":2015,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Shire Canada; Ontario Brain Institute","keywords":"Mood; Bipolar disorder; Comorbidity; Major depressive disorder; Mood disorders; Binge eating; Psychiatry; Neuroticism; Eating disorders; Clinical psychology; Binge-eating disorder; Psychology; Anxiety; Medicine; Bulimia nervosa; Personality","authors":[{"name":"Hanna O. Woldeyohannes","is_ca":true},{"name":"Joanna K. Soczynska","is_ca":true},{"name":"Nadia A. Maruschak","is_ca":true},{"name":"Kahlood Syeda","is_ca":true},{"name":"Ida Kim Wium‐Andersen","is_ca":true},{"name":"Yena Lee","is_ca":true},{"name":"Holly X. Xiao","is_ca":true},{"name":"Laura Ashley Gallaugher","is_ca":true},{"name":"Roman M. Dale","is_ca":false},{"name":"Mohammad Alsuwaidan","is_ca":true},{"name":"Rodrigo B. Mansur","is_ca":true},{"name":"David J. Muzina","is_ca":false},{"name":"André F. Carvalho","is_ca":false},{"name":"Jeanette M. Jerrell","is_ca":false},{"name":"Sidney H. Kennedy","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1518505097942935,"gpt":0.502109309265285,"spread":0.3502587994709915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01194143,0.0002701718,0.0003794051,0.000165961,0.0003531683,0.0002806733,0.001138582,0.000303523,0.0001222997],"category_scores_gemma":[0.0431513,0.0001888999,0.0000966013,0.001494144,0.0006757331,0.0007279667,0.0004506276,0.002681714,0.0002796595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461521,"about_ca_system_score_gemma":0.0007151743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04137375,"about_ca_topic_score_gemma":0.09430744,"domain_scores_codex":[0.9907721,0.004726691,0.001003484,0.00112159,0.001629973,0.0007461697],"domain_scores_gemma":[0.9778886,0.01941863,0.0005058644,0.0009311154,0.001025326,0.000230417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01205483,0.006396951,0.9215479,0.000007337495,0.0001921311,0.00002745272,0.01992633,0.00001626778,0.000002111124,0.0005084506,0.0260532,0.01326702],"study_design_scores_gemma":[0.01857103,0.004726949,0.7112942,0.0004863742,0.00008037684,0.000006296431,0.222269,0.0007872136,0.000002060319,0.002155424,0.03905505,0.0005659857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7227561,0.0001816794,0.00004107581,0.02204339,0.0004828917,0.001581872,0.0001519464,0.00007255546,0.2526884],"genre_scores_gemma":[0.995154,0.0003728561,0.002331515,0.0002369521,0.0003982537,0.0002258244,0.0001489865,0.00004737107,0.001084291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723978,"threshold_uncertainty_score":0.9996191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2532910169","doi":"10.1016/j.orcp.2016.10.285","title":"Why do parents discontinue health services for managing paediatric obesity? A multi-centre, qualitative study","year":2016,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Children's Hospital; McMaster University; University of Alberta; Population Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; Alberta Health Services","keywords":"Qualitative research; Obesity; Medicine; Psychology; Sociology; Social science; Internal medicine","authors":[{"name":"Jasmine Dhaliwal","is_ca":true},{"name":"Arnaldo Perez","is_ca":true},{"name":"Nicholas L. Holt","is_ca":true},{"name":"Rebecca Gokiert","is_ca":true},{"name":"Jean‐Pierre Chanoine","is_ca":true},{"name":"Katherine M. Morrison","is_ca":true},{"name":"Laurent Legault","is_ca":true},{"name":"Arya M. Sharma","is_ca":true},{"name":"Geoff D.C. Ball","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1662856397021792,"gpt":0.5386214393779427,"spread":0.3723357996757635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02347741,0.0004751935,0.001442924,0.0003438989,0.0007997389,0.0001990013,0.0008122023,0.0002522873,0.00007916553],"category_scores_gemma":[0.0194187,0.0003389111,0.0004982562,0.001058595,0.0004969923,0.001759345,0.001164871,0.001789591,0.000614834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834634,"about_ca_system_score_gemma":0.0005044478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378644,"about_ca_topic_score_gemma":0.001124706,"domain_scores_codex":[0.9828224,0.009812871,0.00146542,0.001755603,0.002462464,0.001681288],"domain_scores_gemma":[0.9607554,0.03358721,0.0007902061,0.001401511,0.002085591,0.001380062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002603261,0.1687064,0.7830361,0.001226647,0.0008601232,0.0001777824,0.00979749,2.983176e-7,0.00002979304,0.0007813758,0.01556021,0.01722054],"study_design_scores_gemma":[0.02371873,0.009750545,0.8022307,0.001185835,0.0007302345,0.00001517104,0.1213111,0.0004201549,0.00005013621,0.006984599,0.03270661,0.000896116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445418,0.000655418,0.0009901619,0.04505188,0.0003976447,0.00666335,0.0001445465,0.0002077085,0.001347516],"genre_scores_gemma":[0.9910334,0.0009074977,0.002920012,0.002067744,0.001124294,0.0001809227,0.00003116035,0.00009185506,0.001643157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589558,"threshold_uncertainty_score":0.9999063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024173986","doi":"10.1016/j.orcp.2012.02.006","title":"Prevalence of elevated blood pressure and its relationship with fat mass, body mass index and waist circumference among a group of Moroccan overweight adolescents","year":2012,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Pratt and Whitney Canada","keywords":"Overweight; Medicine; Waist; Body mass index; Blood pressure; Internal medicine; Obesity; Population; Prehypertension; Population study; Endocrinology","authors":[{"name":"Slimane Mehdad","is_ca":false},{"name":"Abdeslam Hamrani","is_ca":false},{"name":"Khalid El Kari","is_ca":false},{"name":"Asmaa El Hamdouchi","is_ca":false},{"name":"Mohammed El Mzibri","is_ca":false},{"name":"Amina Barkat","is_ca":false},{"name":"Hassan Aguenaou","is_ca":false},{"name":"Najat Mokhtar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091609186681897,"gpt":0.404142152927028,"spread":0.2949812342588383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00428462,0.0001903449,0.0006905083,0.0001268654,0.0002093336,0.00002635586,0.000167462,0.0002778386,0.0000350829],"category_scores_gemma":[0.01170008,0.000144322,0.00005797092,0.0003753999,0.0008014501,0.0007696381,0.0002611222,0.001486651,0.000005036277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005348899,"about_ca_system_score_gemma":0.00009954094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001913535,"about_ca_topic_score_gemma":0.00001090782,"domain_scores_codex":[0.9959369,0.001237783,0.0006681774,0.0004808599,0.001201329,0.00047491],"domain_scores_gemma":[0.9924507,0.004808372,0.0004002254,0.0005039896,0.001386289,0.0004504842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001727395,0.001788716,0.9891718,0.002193249,0.0008080882,0.00003474359,0.0001527522,2.058995e-7,0.00298777,0.0004726225,0.0005506675,0.0001119737],"study_design_scores_gemma":[0.002431804,0.0009826715,0.9897085,0.001008381,0.003555883,0.00004630588,0.0002688745,0.0002230552,0.0007802413,0.0001156817,0.0007356163,0.0001429998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745246,0.02093847,0.00005352361,0.0007340654,0.00004321373,0.0009974064,0.00002782226,0.00002761739,0.002653286],"genre_scores_gemma":[0.9947608,0.003643082,0.0005909957,0.0001066193,0.0001346148,0.00001707941,0.000004265498,0.0000208509,0.0007217436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023616,"threshold_uncertainty_score":0.9966248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967616752","doi":"10.1016/j.orcp.2019.07.003","title":"Telephone-based cognitive behavioural therapy for female patients 1-year post-bariatric surgery: A pilot study","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto Metropolitan University; University Health Network; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Surgery; Cognition; Physical therapy; Psychiatry","authors":[{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Samantha Leung","is_ca":true},{"name":"Raed Hawa","is_ca":true},{"name":"Susan Wnuk","is_ca":true},{"name":"Sagar V. Parikh","is_ca":true},{"name":"Timothy Jackson","is_ca":true},{"name":"Stephanie E. Cassin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2480339430632511,"gpt":0.4813622418484717,"spread":0.2333282987852205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02020131,0.0003048202,0.001079686,0.0004482608,0.0003942721,0.0001316693,0.0002849063,0.0002313544,0.0005909802],"category_scores_gemma":[0.06951338,0.000248338,0.0004998996,0.001118366,0.0001942247,0.0005489318,0.0001663963,0.001821906,0.001021557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408245,"about_ca_system_score_gemma":0.001471197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108515,"about_ca_topic_score_gemma":0.00003057848,"domain_scores_codex":[0.9914663,0.003617062,0.00115724,0.0009814962,0.001823881,0.0009540383],"domain_scores_gemma":[0.9147813,0.07946374,0.00040852,0.0007750979,0.004002141,0.0005692347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03798369,0.0314765,0.9187304,0.0000610215,0.0003035088,0.00008343384,0.0001102909,1.352565e-7,0.00001646844,0.00001301883,0.003739429,0.007482094],"study_design_scores_gemma":[0.01450677,0.02335678,0.956962,0.00005268207,0.0003265546,0.000005144716,0.001798598,0.0000261075,0.00006484022,0.00001723658,0.002609451,0.0002738654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885169,0.0001280432,0.00002454214,0.002654294,0.0007672925,0.006315103,0.00006656731,0.00009324129,0.001434071],"genre_scores_gemma":[0.9954313,0.0001367418,0.0004593231,0.001883297,0.0004502598,0.0001991903,0.0001640715,0.00006852701,0.001207282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.076685,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088055899","doi":"10.1016/j.orcp.2015.02.003","title":"A comparison of obesity related adipokine concentrations in knee and shoulder osteoarthritis patients","year":2015,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Adipokine; Medicine; Adiponectin; Osteoarthritis; Leptin; Body mass index; Internal medicine; Synovial fluid; Obesity; Endocrinology; Pathology; Insulin resistance","authors":[{"name":"Rajiv Gandhi","is_ca":true},{"name":"Mohit Kapoor","is_ca":true},{"name":"Nizar N. Mahomed","is_ca":true},{"name":"Anthony V. Perruccio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1734716882417686,"gpt":0.4943513201681853,"spread":0.3208796319264167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004332441,0.0001530298,0.0006541252,0.0001610998,0.0001081099,0.00003760739,0.0001031549,0.0003058471,0.00008531631],"category_scores_gemma":[0.01852343,0.0001448231,0.00008585554,0.0005006688,0.0004328786,0.0004819143,0.0001825439,0.001260925,0.00009358952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156833,"about_ca_system_score_gemma":0.0003998062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002205756,"about_ca_topic_score_gemma":0.0002591041,"domain_scores_codex":[0.9956898,0.001374053,0.0009787569,0.0004584171,0.001050917,0.0004480704],"domain_scores_gemma":[0.9948885,0.002601226,0.0002222168,0.0004071944,0.001275381,0.0006054426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384795,0.006239403,0.9598557,0.00003538891,0.00004503725,0.0001286348,0.0006318181,7.256645e-7,0.000124642,0.0008667288,0.001723346,0.02896377],"study_design_scores_gemma":[0.0468235,0.03737602,0.8776952,0.0006946212,0.0004003239,0.00007884488,0.004459221,0.0005031002,0.00156848,0.001805106,0.02819695,0.0003986532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743134,0.00144953,0.0000105391,0.001576945,0.0001622079,0.00133106,0.00001777654,0.00003179017,0.02110671],"genre_scores_gemma":[0.9972106,0.0002586988,0.001404123,0.0001159693,0.00006690033,0.00002206782,0.00008329933,0.00001867025,0.0008197007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08216053,"threshold_uncertainty_score":0.9897439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2934165185","doi":"10.1016/j.orcp.2019.03.001","title":"Male partners of subfertile couples in which the spouse is obese display adverse weight and lifestyle associated with reduced sperm quality","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; Centre Hospitalier Universitaire de Québec","keywords":"Spouse; Sperm quality; Sperm; Medicine; Adverse effect; Gynecology; Psychology; Andrology; Internal medicine; Sociology","authors":[{"name":"Matea Bélan","is_ca":true},{"name":"Belina Carranza‐Mamane","is_ca":true},{"name":"Marie-Hélène Pesant","is_ca":true},{"name":"Youssef Ainmelk","is_ca":true},{"name":"Karine Duval","is_ca":true},{"name":"Farrah Jean-Denis","is_ca":true},{"name":"Marie‐France Langlois","is_ca":true},{"name":"Jean‐Patrice Baillargeon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1553017502013878,"gpt":0.5190267015659001,"spread":0.3637249513645124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01835569,0.0001661231,0.0006503406,0.0001304933,0.000155562,0.00002402824,0.0002813095,0.0003096196,0.0001557356],"category_scores_gemma":[0.08475517,0.0001026548,0.00007226652,0.001038414,0.0009303065,0.0003728681,0.0002720995,0.002235577,0.00009744625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170975,"about_ca_system_score_gemma":0.0007715935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149808,"about_ca_topic_score_gemma":0.0005114142,"domain_scores_codex":[0.9947132,0.00199441,0.0008213902,0.0007374686,0.001129534,0.0006039968],"domain_scores_gemma":[0.9821171,0.01432784,0.0004300698,0.001354378,0.00147379,0.0002968345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004555242,0.002002374,0.9892514,0.0001810759,0.0001146728,0.00005612359,0.0003618013,0.000001430242,0.0007818021,0.0006732388,0.001364978,0.0006558882],"study_design_scores_gemma":[0.002490637,0.001446378,0.9850501,0.0002404033,0.00006309584,0.00003999087,0.003429429,0.0001801733,0.0005798975,0.0002323869,0.006120612,0.000126896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619698,0.0004631369,0.000001321722,0.02886436,0.00005722452,0.001312831,0.00001507792,0.00004399003,0.007272254],"genre_scores_gemma":[0.9941017,0.0025099,0.0002232356,0.0004516896,0.00007360338,0.0000305532,0.00001300353,0.00002054256,0.002575778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06639948,"threshold_uncertainty_score":0.9712597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214715982","doi":"10.1016/j.orcp.2022.02.006","title":"Associations between weight discrimination and metabolic health: A cross sectional analysis of middle aged adults","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Overweight; Obesity; Medicine; Abdominal obesity; Metabolic syndrome; Diabetes mellitus; Cross-sectional study; Logistic regression; Weight loss; Gerontology; Demography; Internal medicine; Endocrinology","authors":[{"name":"Omar Adil","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true},{"name":"Chris I. Ardern","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4302108864092778,"gpt":0.6301438942427794,"spread":0.1999330078335015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07508974,0.0001730789,0.001057613,0.0008161914,0.008338585,0.00006311428,0.0004804559,0.0003293101,0.001873798],"category_scores_gemma":[0.04573232,0.0001780678,0.0002796755,0.003001021,0.0003672944,0.001203497,0.001054767,0.006322549,0.000140828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949773,"about_ca_system_score_gemma":0.001837386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511494,"about_ca_topic_score_gemma":0.005090515,"domain_scores_codex":[0.9600118,0.03336491,0.002456409,0.0007895622,0.002394183,0.0009831592],"domain_scores_gemma":[0.9262418,0.06855681,0.002297721,0.0005960484,0.001723333,0.0005843244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006063953,0.001503039,0.9825476,0.0002618466,0.0009376028,0.000004957225,0.004332047,0.00001214438,0.000001990134,0.002813516,0.005505111,0.001473727],"study_design_scores_gemma":[0.001237203,0.0004694349,0.9246003,0.00003834914,0.0005191513,9.006343e-7,0.005022883,0.0004287502,7.583907e-7,0.0005734222,0.06697844,0.0001303805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670638,0.001451641,0.0001393451,0.02061903,0.000452459,0.001508294,0.001176433,0.00006668604,0.00752235],"genre_scores_gemma":[0.9894584,0.0030664,0.001164598,0.00161421,0.0006800228,0.0001949554,0.0006619289,0.00002616082,0.003133331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06147333,"threshold_uncertainty_score":0.9990386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989934186","doi":"10.1016/j.orcp.2019.11.006","title":"A single gestational weight gain recommendation is possible for all classes of pregnant women with obesity","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; Alberta Children's Hospital; Institute of Population and Public Health; University of Calgary","funders":"","keywords":"Medicine; Birth certificate; Obstetrics; Pregnancy; Weight gain; Obesity; Caesarean section; Birth weight; Gestational age; Gestational diabetes; Live birth; Body mass index; Gestation; Gynecology; Population; Internal medicine; Body weight; Environmental health","authors":[{"name":"Charleen Salmon","is_ca":true},{"name":"Reginald S. Sauve","is_ca":true},{"name":"Caroline LeJour","is_ca":true},{"name":"Tanis R. Fenton","is_ca":true},{"name":"Amy Metcalfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.135642424179713,"gpt":0.4698811820725726,"spread":0.3342387578928596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008373031,0.0001533262,0.000425005,0.0002414742,0.0001444384,0.00008285812,0.0002333171,0.0001314505,0.001153489],"category_scores_gemma":[0.01151563,0.0001228708,0.0001021133,0.0004545579,0.0002462115,0.0006923567,0.0001980568,0.000731497,0.0002603453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139528,"about_ca_system_score_gemma":0.0007757933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008922777,"about_ca_topic_score_gemma":0.00001549415,"domain_scores_codex":[0.9955591,0.0009104132,0.0006428104,0.0005909244,0.001553839,0.0007429084],"domain_scores_gemma":[0.9853002,0.01086722,0.0002841695,0.0004609054,0.002626125,0.0004613152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04306343,0.04686639,0.4658637,0.006588181,0.003585722,0.0001240874,0.002335307,0.00004561047,0.008133958,0.01396671,0.2536015,0.1558255],"study_design_scores_gemma":[0.009330824,0.02274704,0.3923112,0.0006093463,0.0001915259,0.00001744263,0.003090525,0.003991649,0.002593643,0.005534765,0.5592063,0.0003757478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206593,0.0001187691,0.001935969,0.03123336,0.00009831459,0.004136416,0.0001253726,0.00004528371,0.04164724],"genre_scores_gemma":[0.9468645,0.00104782,0.03367028,0.002247865,0.0002117683,0.0003502984,0.0004213571,0.00005036762,0.01513577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056048,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160884974","doi":"10.1016/j.orcp.2021.05.003","title":"Mental health and socioeconomic status impact adherence to youth activity and dietary programs: a meta-analysis","year":2021,"lang":"en","type":"review","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Public Health Agency of Canada","keywords":"Socioeconomic status; Meta-analysis; Mental health; Environmental health; Gerontology; Psychology; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Mark Lemstra","is_ca":true},{"name":"Marla Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.520148235665112,"gpt":0.6020525591835629,"spread":0.0819043235184509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01473938,0.0009227251,0.01061415,0.000538738,0.0006097296,0.0005345191,0.0004444004,0.0006706805,0.0002701327],"category_scores_gemma":[0.01114295,0.0006956998,0.00447573,0.001673008,0.0009246359,0.0008873901,0.002161332,0.005941507,0.0002440684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024084,"about_ca_system_score_gemma":0.004095435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006615014,"about_ca_topic_score_gemma":0.0004935798,"domain_scores_codex":[0.9805217,0.01166097,0.001739884,0.002628464,0.001739486,0.001709487],"domain_scores_gemma":[0.9796526,0.01282534,0.001138854,0.001698013,0.0007276523,0.003957505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004739783,0.02497318,0.01158471,0.00766973,0.1763094,0.0001561081,0.0005211637,1.191174e-7,2.49067e-7,0.00002935837,0.001657392,0.7766246],"study_design_scores_gemma":[0.00189033,0.02021523,0.0314782,0.002126383,0.47399,0.000182535,0.003070252,0.00008396183,5.967668e-7,0.0001481001,0.4650102,0.00180425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0229457,0.9671378,0.000005405431,0.003603722,0.00007660478,0.004779057,0.0007080876,0.00007712683,0.0006664674],"genre_scores_gemma":[0.02172809,0.9749145,0.001134891,0.0005526912,0.0003482007,0.0002104326,0.0005770829,0.00009868632,0.0004354347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7748204,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811000239","doi":"10.1016/j.orcp.2018.06.008","title":"Adverse effects of long-term weight gain on microvascular endothelial function","year":2018,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Human Genome Research Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Term (time); Medicine; Weight gain; Function (biology); Adverse effect; Internal medicine; Body weight; Biology; Cell biology; Physics","authors":[{"name":"Thais Coutinho","is_ca":true},{"name":"Stephen T. Turner","is_ca":false},{"name":"Iftikhar J. Kullo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06490966552416408,"gpt":0.4623694038952144,"spread":0.3974597383710503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01035006,0.0001602369,0.0005275108,0.0002080472,0.0002437409,0.00001908855,0.0001590831,0.0002708457,0.0002741862],"category_scores_gemma":[0.02954255,0.0001409572,0.0008077337,0.0004270356,0.0004880803,0.0002693472,0.0001479748,0.001152013,0.001443157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305505,"about_ca_system_score_gemma":0.0005763605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001748406,"about_ca_topic_score_gemma":0.00001479241,"domain_scores_codex":[0.9932771,0.003272414,0.0006626847,0.0006010279,0.001647446,0.0005393656],"domain_scores_gemma":[0.9919559,0.004791628,0.0001978474,0.001051476,0.001296722,0.0007064482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1187611,0.03227179,0.3563471,0.008344682,0.005584953,0.003719865,0.0002715042,0.000002155127,0.02087793,0.001580988,0.0336151,0.4186229],"study_design_scores_gemma":[0.01039158,0.004586903,0.9448519,0.0006645275,0.001256984,0.00008957071,0.00005156725,0.00006076764,0.009135908,0.0002332392,0.02848859,0.0001884357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976588,0.001229283,0.002456906,0.001116246,0.0007988318,0.001819398,0.000004517694,0.00006199969,0.0159248],"genre_scores_gemma":[0.9935324,0.001522335,0.000520943,0.0009577859,0.00241946,0.00003741419,0.00003380549,0.00003016523,0.0009456538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885049,"threshold_uncertainty_score":0.9993343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994288293","doi":"10.1016/j.orcp.2019.11.004","title":"A proposed standardized approach to studying attrition in pediatric weight management","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; University of Alberta; Alberta Health Services; University of Toronto","funders":"Alberta Health Services","keywords":"Attrition; Psychological intervention; Operationalization; Weight management; Medicine; Intervention (counseling); Conceptualization; Sample size determination; Computer science; Weight loss; Nursing; Statistics; Obesity","authors":[{"name":"Nicholas D. Spence","is_ca":true},{"name":"Joseph A. Skelton","is_ca":false},{"name":"Geoff D.C. Ball","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1425458111340188,"gpt":0.4669881355908585,"spread":0.3244423244568397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01661957,0.0002661765,0.00089394,0.000541317,0.0001910362,0.0001376086,0.0004585813,0.000246655,0.0001242958],"category_scores_gemma":[0.008594379,0.0002387222,0.0002396122,0.002141523,0.0001374337,0.0007480155,0.0009658369,0.00279076,0.00262668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195619,"about_ca_system_score_gemma":0.0002861877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536686,"about_ca_topic_score_gemma":0.00001312828,"domain_scores_codex":[0.9909004,0.002986884,0.0009007427,0.001254523,0.002978782,0.0009786547],"domain_scores_gemma":[0.9921762,0.004990437,0.0001825521,0.001073435,0.0008988436,0.0006784723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004676467,0.1025701,0.871963,0.001518163,0.000250552,0.0004907148,0.0002096008,0.0000100988,0.0001321831,0.003533577,0.009912006,0.004733554],"study_design_scores_gemma":[0.007953611,0.002460182,0.9672742,0.0001441299,0.0002458182,0.00001776751,0.0009065276,0.0005086871,0.00009228661,0.0009661913,0.01909781,0.0003327518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458441,0.00009021487,0.0001677632,0.003782526,0.0001621306,0.005126863,0.000006695477,0.00009274359,0.1447269],"genre_scores_gemma":[0.9854488,0.0005635646,0.0102501,0.0004823385,0.0007023087,0.0001104977,0.00001967263,0.00005029762,0.002372386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423545,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286700969","doi":"10.1016/j.orcp.2022.07.005","title":"Neck circumference is a better correlate of insulin resistance markers than other standard anthropometric indices in patients presenting severe obesity","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Université Laval; Medtronic","keywords":"Waist; Medicine; Insulin resistance; Body mass index; Overweight; Internal medicine; Obesity; Anthropometry; Endocrinology; Circumference","authors":[{"name":"Anaïs Scovronec","is_ca":true},{"name":"Amélie Provencher","is_ca":true},{"name":"S. Iceta","is_ca":true},{"name":"Mélissa Pelletier","is_ca":true},{"name":"Vicky Leblanc","is_ca":true},{"name":"Mélanie Nadeau","is_ca":true},{"name":"Serge Simard","is_ca":true},{"name":"Laurent Biertho","is_ca":true},{"name":"Denis Richard","is_ca":true},{"name":"André Tchernof","is_ca":true},{"name":"Andréanne Michaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06056421313340692,"gpt":0.3989847670002648,"spread":0.3384205538668578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01803122,0.0002658594,0.001093207,0.0007344757,0.0005247328,0.00008795613,0.0006819906,0.0002579621,0.0009140671],"category_scores_gemma":[0.02665036,0.0002651814,0.0004716784,0.003104155,0.0006486115,0.0006511359,0.001034706,0.003748863,0.00007885453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928912,"about_ca_system_score_gemma":0.0006425214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008181822,"about_ca_topic_score_gemma":0.0004335243,"domain_scores_codex":[0.9877182,0.004850089,0.001298479,0.001013844,0.004202291,0.0009171437],"domain_scores_gemma":[0.9919755,0.004597073,0.0006496558,0.001274235,0.001119669,0.0003838505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004679892,0.004197655,0.9461766,0.0003658733,0.0005070071,0.0001750744,0.0005337153,0.000004737454,0.000003084055,0.00001864219,0.006741602,0.03659605],"study_design_scores_gemma":[0.004880902,0.0016175,0.9008065,0.0002057766,0.0001612759,0.000006625327,0.0009405114,0.00008546447,0.00004589943,0.0003375753,0.0906626,0.000249325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790895,0.001546559,0.0000360298,0.001465246,0.0002392102,0.001652548,0.0001594454,0.00004069017,0.01577079],"genre_scores_gemma":[0.9954019,0.0008787912,0.001462632,0.0005206422,0.0001659514,0.00006962263,0.00002956512,0.00005508792,0.001415877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.083921,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386629421","doi":"10.1016/j.orcp.2023.09.006","title":"Health care cost of severe obesity and obesity-related comorbidities: A retrospective cohort study from Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of Calgary","funders":"Novo Nordisk Canada; University Hospital Foundation; University of Alberta","keywords":"Medicine; Obesity; Body mass index; Cohort; Health care; Dyslipidemia; Cohort study; Confounding; Population; Retrospective cohort study; Environmental health; Gerontology; Internal medicine","authors":[{"name":"Sonia Butalia","is_ca":true},{"name":"Huong Luu","is_ca":true},{"name":"Alexis Guigue","is_ca":true},{"name":"Karen J. B. Martins","is_ca":true},{"name":"Tyler Williamson","is_ca":true},{"name":"Scott Klarenbach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07509963300789194,"gpt":0.4429042562504031,"spread":0.3678046232425112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01229462,0.0002899199,0.001642545,0.0002154427,0.0006791573,0.00005812844,0.0003241104,0.0003126457,0.0002905149],"category_scores_gemma":[0.04424365,0.0002656387,0.0001873773,0.001567296,0.0004311755,0.0003523155,0.0005736894,0.002857807,0.000110367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009707224,"about_ca_system_score_gemma":0.0045089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142877,"about_ca_topic_score_gemma":0.6328276,"domain_scores_codex":[0.989891,0.004484408,0.001371839,0.001035859,0.002357699,0.0008591987],"domain_scores_gemma":[0.9619236,0.0341637,0.0004932699,0.001027736,0.001535779,0.0008559251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007929708,0.001628311,0.9494598,0.0001361476,0.0007231362,0.0005441923,0.001792267,0.000001420409,8.760531e-7,0.0001210808,0.04393468,0.0008651007],"study_design_scores_gemma":[0.00244907,0.001057505,0.9692664,0.0001135244,0.0002865502,0.00003280825,0.0173885,0.0000739267,0.000005724939,0.0001531569,0.008957518,0.0002152816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795176,0.0005105885,0.000002472213,0.008797024,0.0005144234,0.002864908,0.0001900627,0.00007920676,0.00752368],"genre_scores_gemma":[0.9940419,0.001395806,0.0001013115,0.0007745855,0.0002438276,0.0000415041,0.000186868,0.00003866244,0.0031756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814602,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129594140","doi":"10.1016/j.orcp.2021.01.007","title":"Determinants of attrition in a pediatric healthy lifestyle intervention: The CIRCUIT program experience","year":2021,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; McGill University; Université de Montréal; Concordia University; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Attrition; Medicine; Attendance; Logistic regression; Body mass index; Psychological intervention; Ethnic group; Demography; Gerontology; Intervention (counseling); Physical therapy; Internal medicine","authors":[{"name":"Prince Kevin Danieles","is_ca":true},{"name":"Marina Ybarra","is_ca":true},{"name":"Andraea Van Hulst","is_ca":true},{"name":"Tracie A. Barnett","is_ca":true},{"name":"Marie-Eve Mathieu","is_ca":true},{"name":"Lisa Kakinami","is_ca":true},{"name":"Olivier Drouin","is_ca":true},{"name":"Jean‐Luc Bigras","is_ca":true},{"name":"Mélanie Henderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2238650720562005,"gpt":0.5451889596540491,"spread":0.3213238875978487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009219494,0.0001539895,0.000597254,0.0001322845,0.0002238648,0.00007499539,0.0003703113,0.000217046,0.000123002],"category_scores_gemma":[0.04059586,0.0001253762,0.0003068831,0.001669639,0.0005330924,0.0006123806,0.0005634553,0.002278965,0.0001463824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413077,"about_ca_system_score_gemma":0.0006145682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004596915,"about_ca_topic_score_gemma":0.0003289895,"domain_scores_codex":[0.9919794,0.00412334,0.001087815,0.0006729654,0.001517184,0.0006193422],"domain_scores_gemma":[0.9865353,0.01043479,0.0003445795,0.000882069,0.001441104,0.0003621888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004221294,0.06006075,0.9175623,0.0005037481,0.00002065352,0.0004715134,0.0001910531,1.536468e-7,0.00002876288,0.000255439,0.0005949209,0.01988859],"study_design_scores_gemma":[0.001730905,0.002572903,0.9893051,0.0001817468,0.00007563085,0.00009553614,0.0009850194,0.0002226425,0.00032445,0.000836629,0.003557663,0.0001117543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894122,0.0005540576,0.00001149588,0.004620075,0.0001631188,0.001111629,0.000004807558,0.00004098785,0.004081578],"genre_scores_gemma":[0.9964714,0.001412526,0.0005835231,0.0003361014,0.0006577088,0.0001530872,0.000008862179,0.00002057215,0.0003562053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07174284,"threshold_uncertainty_score":0.9901093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137853043","doi":"10.1016/j.orcp.2014.10.210","title":"Efficacy and safety of liraglutide 3.0mg for weight management in overweight and obese adults: The SCALE Obesity and Prediabetes, a randomised, double-blind and placebo-controlled trial","year":2014,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Overweight; Liraglutide; Obesity; Gerontology; Family medicine; Diabetes mellitus; Internal medicine; Type 2 diabetes; Endocrinology","authors":[{"name":"Joseph Proietto","is_ca":false},{"name":"Carel W. le Roux","is_ca":false},{"name":"Xavier Pi‐Sunyer","is_ca":false},{"name":"Arne Astrup","is_ca":false},{"name":"Ken Fujioka","is_ca":false},{"name":"Frank L. Greenway","is_ca":false},{"name":"Alfredo Halpern","is_ca":false},{"name":"David C.W. Lau","is_ca":true},{"name":"Rafael Violante Ortíz","is_ca":false},{"name":"Alana Philips","is_ca":false},{"name":"Søren Kruse Lilleøre","is_ca":false},{"name":"John Wilding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05155899500550123,"gpt":0.4032814934516828,"spread":0.3517224984461816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01798887,0.0002900534,0.001185186,0.000219425,0.0003259991,0.000134009,0.0001819902,0.0002105693,0.0000191408],"category_scores_gemma":[0.007644439,0.0001919564,0.0001393821,0.0002501627,0.0007809075,0.0003776664,0.0005978824,0.0007050448,0.000007434847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005512872,"about_ca_system_score_gemma":0.00006902952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008888479,"about_ca_topic_score_gemma":0.00008254781,"domain_scores_codex":[0.9951372,0.001605218,0.001074855,0.0008363021,0.0007398556,0.0006065433],"domain_scores_gemma":[0.9761745,0.02223184,0.0003263025,0.00058047,0.000278427,0.0004084341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9403375,0.003354809,0.01889356,0.0006134791,0.0008515157,0.0000195199,0.0002169324,3.642307e-7,0.000006278912,0.001181068,0.001127618,0.0333973],"study_design_scores_gemma":[0.9255713,0.00399095,0.04401046,0.000358128,0.001341162,0.000005318501,0.0003504024,0.001795103,0.00002569002,0.0006118259,0.02175467,0.0001850156],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619839,0.002068007,0.00005751152,0.004994752,0.0001038896,0.01963593,0.00001067274,0.00002423782,0.01112112],"genre_scores_gemma":[0.9778995,0.01565606,0.002870494,0.0003251452,0.0003820522,0.001104943,0.00002428436,0.00003676982,0.001700747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321229,"threshold_uncertainty_score":0.915166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093592860","doi":"10.1016/j.orcp.2008.09.003","title":"Obesity is associated with impaired human coronary endothelial function","year":2008,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Overweight; Body mass index; Coronary artery disease; Obesity; Endothelial dysfunction; Coronary atherosclerosis; Cohort; Coronary circulation; Blood flow","authors":[{"name":"M. Worthley","is_ca":true},{"name":"Michael Curtis","is_ca":true},{"name":"David Goodhart","is_ca":true},{"name":"Todd J. Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1753491699439069,"gpt":0.4714089106330264,"spread":0.2960597406891195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01000737,0.0001976204,0.0006193792,0.0001483283,0.001093984,0.00003962675,0.0001613723,0.0003373687,0.0005376748],"category_scores_gemma":[0.01977816,0.000171327,0.0004767367,0.0007021489,0.0005142039,0.0005435516,0.0001584722,0.001922342,0.0005662968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177888,"about_ca_system_score_gemma":0.00145973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008806206,"about_ca_topic_score_gemma":0.00006907549,"domain_scores_codex":[0.9924456,0.003138899,0.0006948189,0.000711757,0.002277146,0.0007317881],"domain_scores_gemma":[0.9929528,0.002884969,0.0002395582,0.0008492898,0.00201023,0.001063213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01939371,0.01228472,0.8974137,0.0002019323,0.001580882,0.003486297,0.0001765339,0.000001225899,0.0003590912,0.0001572006,0.05886224,0.00608251],"study_design_scores_gemma":[0.006992966,0.002087095,0.971291,0.0001195089,0.0005602128,0.000471981,0.0001597857,0.00007717832,0.00003925374,0.000237964,0.01779007,0.0001729587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977059,0.0005661577,0.0002670321,0.002224561,0.0001410699,0.00128802,0.00002238961,0.0001627796,0.018269],"genre_scores_gemma":[0.9924771,0.00077777,0.0002721066,0.001692599,0.0006929409,0.00004390326,0.0001508953,0.00003637296,0.003856343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07387738,"threshold_uncertainty_score":0.9884787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793896652","doi":"10.1016/j.orcp.2018.01.004","title":"Is there a role for shared decision-making in pediatric weight management?","year":2018,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"General partnership; Referral; Health professionals; Medicine; Health care; Process management; Nursing; Business; Political science","authors":[{"name":"Maryam Kebbe","is_ca":true},{"name":"Arnaldo Perez","is_ca":true},{"name":"Geoff D.C. Ball","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.465789089422163,"gpt":0.6109849813325973,"spread":0.1451958919104342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01971265,0.0005128272,0.001129516,0.001047055,0.002558736,0.0001508722,0.003810645,0.003397995,0.002346953],"category_scores_gemma":[0.08392663,0.0004913289,0.0004220268,0.001664913,0.0003483667,0.0009572822,0.003806261,0.02249891,0.006001678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099439,"about_ca_system_score_gemma":0.002067494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006106079,"about_ca_topic_score_gemma":0.0002952339,"domain_scores_codex":[0.9689211,0.02035997,0.003559892,0.00187761,0.002871731,0.002409653],"domain_scores_gemma":[0.810828,0.178454,0.001840632,0.004216638,0.004294556,0.000366248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008969593,0.0004598701,0.06434564,0.002438597,0.00009622443,0.0001730059,0.001494918,1.110555e-7,3.313242e-8,0.0001301822,0.9240761,0.005888354],"study_design_scores_gemma":[0.001709462,0.0003731277,0.02943059,0.001999687,0.0001304298,0.000002424393,0.002934601,0.0003491073,6.215335e-8,0.01564108,0.9470121,0.0004173774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000935202,0.006590792,0.0002548403,0.8670993,0.002103486,0.011514,0.0003833961,0.00018776,0.1109312],"genre_scores_gemma":[0.01004196,0.02139607,0.06689382,0.8465453,0.02600454,0.006526304,0.0006323268,0.0004638095,0.02149587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.158094,"threshold_uncertainty_score":0.9997538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265809787","doi":"10.1016/j.orcp.2016.06.009","title":"Reprint of: Response to the Letter to the Editor: “Re: Ruth E. Brown, Arya M. Sharma, Chris I. Ardern, Pedi Mirdamadi, Paul Mirdamadi and Jennifer L. Kuk, ‘Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity’ [Obes. Res. Clin. Pract. (2015)]”","year":2016,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Reprint; Association (psychology); Philosophy; Physics; Epistemology","authors":[{"name":"Ruth E. Brown","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08512412326580497,"gpt":0.4055071339830325,"spread":0.3203830107172275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03616056,0.001054388,0.00240505,0.0004652037,0.0008679526,0.0006335941,0.001989855,0.001506405,0.00004650921],"category_scores_gemma":[0.05591857,0.0005460756,0.0004987293,0.001616194,0.001424624,0.0008021491,0.002590756,0.01703349,0.0002987658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009123441,"about_ca_system_score_gemma":0.0008556211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216863,"about_ca_topic_score_gemma":0.0006511182,"domain_scores_codex":[0.9674644,0.01978026,0.001558671,0.002702424,0.006469185,0.002025001],"domain_scores_gemma":[0.9120551,0.08072325,0.001441238,0.003104587,0.00188209,0.0007937779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005306968,0.005554283,0.224432,0.0003199822,0.0007251267,0.0004927461,0.001816547,4.42224e-7,0.00007704877,0.00001178107,0.7585237,0.002739334],"study_design_scores_gemma":[0.001454213,0.00219208,0.5149761,0.0004021273,0.0006192503,0.00002786935,0.0003839772,0.00001871751,0.00009669606,0.0001780589,0.4792094,0.0004415109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093658,0.0001109912,0.00003853905,0.4863268,0.0004337986,0.00325401,0.0001701726,0.0000392526,0.000260671],"genre_scores_gemma":[0.8767704,0.0007735774,0.0001688239,0.08354226,0.03665244,0.0005084922,0.00005351445,0.000143112,0.001387333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4027845,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365138753","doi":"10.1016/j.orcp.2023.04.002","title":"Weight loss as a risk factor for suicide. A prospective cohort study in more than 200,000 adults","year":2023,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministerio de Ciencia, Innovación y Universidades; Health and Welfare Data Science Center; National Cheng Kung University; Health Research Foundation; Ministry of Health and Welfare","keywords":"Underweight; Medicine; Risk factor; Weight loss; Cohort study; Incidence (geometry); Cohort; Prospective cohort study; Body weight; Demography; Weight change; Body mass index; Obesity; Internal medicine; Overweight","authors":[{"name":"Verónica Cabanas‐Sánchez","is_ca":false},{"name":"Tsung Yu","is_ca":false},{"name":"Fernando Rodríguez‐Artalejo","is_ca":false},{"name":"David Martínez‐Gómez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1702034188140121,"gpt":0.5258154544584897,"spread":0.3556120356444776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02191229,0.0008973512,0.002326011,0.0008426073,0.0008183096,0.0002641619,0.001788939,0.002295562,0.001517403],"category_scores_gemma":[0.09307691,0.0007867066,0.0007554557,0.001688561,0.0009416649,0.0005158286,0.001155923,0.0188054,0.00634134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469245,"about_ca_system_score_gemma":0.0005989622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03329308,"about_ca_topic_score_gemma":0.005852506,"domain_scores_codex":[0.9762881,0.01209389,0.00228999,0.00352778,0.003176795,0.002623436],"domain_scores_gemma":[0.9121527,0.08161582,0.0009931839,0.002179122,0.002690018,0.0003691434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004430312,0.002918879,0.5476291,0.00008253828,0.001972294,0.005166179,0.003494316,1.048193e-7,5.665655e-8,0.00001241346,0.4337198,0.0005740988],"study_design_scores_gemma":[0.004583422,0.003483284,0.8028901,0.00007564934,0.0004709228,0.00002746178,0.008609745,0.00001143091,6.220126e-7,0.0008321948,0.1783513,0.0006638441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6050529,0.001025812,0.00001473723,0.3400925,0.002895891,0.02297435,0.002153513,0.0004525888,0.02533768],"genre_scores_gemma":[0.5735018,0.01184147,0.0006480264,0.1949347,0.03711532,0.02477763,0.0008632689,0.001519834,0.154798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2553685,"threshold_uncertainty_score":0.9994584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252583221","doi":"10.1016/j.orcp.2015.12.003","title":"Ruth E. Brown, Arya M. Sharma, Chris I. Ardern, Pedi Mirdamadi, Paul Mirdamadi and Jennifer L. Kuk. “Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity.” [Obesity Research & Clinical Practice (2015)]","year":2016,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Caloric theory; Caloric intake; Obesity; Gerontology; Physical activity; Medicine; Internal medicine; Physical therapy","authors":[{"name":"Ruth E. Brown","is_ca":false},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1807956766464694,"gpt":0.4696112331100799,"spread":0.2888155564636105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.06659684,0.001723562,0.004651218,0.001012757,0.001761572,0.001386083,0.002330735,0.004011482,0.0001216678],"category_scores_gemma":[0.1094769,0.001186893,0.0008872966,0.002746295,0.00448923,0.002709926,0.003450214,0.04468578,0.0008508942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881861,"about_ca_system_score_gemma":0.002137901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444047,"about_ca_topic_score_gemma":0.0008695138,"domain_scores_codex":[0.9350912,0.04093326,0.002661825,0.004914676,0.01223354,0.00416549],"domain_scores_gemma":[0.8291072,0.1581945,0.002184594,0.003315105,0.005441761,0.001756889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002782314,0.02655013,0.6063823,0.0009901456,0.001647881,0.002374324,0.0007076074,6.056708e-8,0.00001825337,0.0000796641,0.3527984,0.005668936],"study_design_scores_gemma":[0.004234826,0.003759998,0.6256332,0.0007431746,0.001575273,0.0001900169,0.0005945063,0.00004062599,0.00002373185,0.001482718,0.3607302,0.0009917784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6390011,0.0005644988,0.00004599781,0.352275,0.0003241235,0.004166629,0.0002661,0.0001287514,0.00322782],"genre_scores_gemma":[0.9340335,0.008490722,0.0008082891,0.03114706,0.02059075,0.0004625636,0.0003556188,0.0003148587,0.003796656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211279,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135424734","doi":"10.1016/j.orcp.2014.10.211","title":"Liraglutide 3.0mg improves body weight and cardiometabolic risk factors in overweight or obese adults without diabetes: The SCALE Obesity and Prediabetes randomised, double-blind, placebo-controlled 56-week trial","year":2014,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Overweight; Obesity; Prediabetes; Gerontology; Family medicine; Diabetes mellitus; University hospital; Internal medicine; Type 2 diabetes; Endocrinology","authors":[{"name":"Gary Wittert","is_ca":false},{"name":"Carel W. le Roux","is_ca":false},{"name":"Arne Astrup","is_ca":false},{"name":"Ken Fujioka","is_ca":false},{"name":"Frank L. Greenway","is_ca":false},{"name":"Alfredo Halpern","is_ca":false},{"name":"David C.W. Lau","is_ca":true},{"name":"Rafael Violante Ortíz","is_ca":false},{"name":"John Wilding","is_ca":false},{"name":"Sabina Furber","is_ca":false},{"name":"Søren Kruse Lilleøre","is_ca":false},{"name":"Xavier Pi‐Sunyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05571496663354958,"gpt":0.3890579910991098,"spread":0.3333430244655602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02613393,0.0006224862,0.002457396,0.0004980683,0.000707566,0.0004622927,0.000490955,0.0004554883,0.00007262066],"category_scores_gemma":[0.03788095,0.000356762,0.0005642797,0.0007980608,0.001104991,0.001009772,0.0007950728,0.002365652,0.00006428682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388837,"about_ca_system_score_gemma":0.0003094695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009149992,"about_ca_topic_score_gemma":0.0003274145,"domain_scores_codex":[0.9877879,0.006068074,0.001582371,0.001428803,0.001712411,0.001420467],"domain_scores_gemma":[0.9634491,0.03313248,0.0006593844,0.001280296,0.0005592408,0.0009194838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6166871,0.004500587,0.3686884,0.0002067889,0.001718389,0.00002485747,0.0003159043,6.30934e-7,0.00003987338,0.00006458163,0.0009900058,0.006762892],"study_design_scores_gemma":[0.805204,0.007030597,0.164528,0.0002535369,0.003197203,0.000002791371,0.0007181099,0.002889297,0.0001774807,0.000240151,0.01531113,0.000447707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764255,0.001706811,0.00001308906,0.001928078,0.0004035925,0.01257834,0.00002129882,0.0001003016,0.006823034],"genre_scores_gemma":[0.9869363,0.007126769,0.0004566403,0.0002753353,0.001253395,0.001028304,0.00003749892,0.00007025983,0.002815502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041605,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280519978","doi":"10.1016/j.orcp.2022.04.004","title":"The missense variant, rs373863828, in CREBRF plays a role in longitudinal changes in body mass index in Samoans","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Childhood Cancer Canada; National Institutes of Health; Ministry of Health; National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; University of Cincinnati","keywords":"Missense mutation; Index (typography); Body mass index; Biology; Medicine; Internal medicine; Genetics; Mutation; Gene; Computer science; World Wide Web","authors":[{"name":"Haoyi Fu","is_ca":false},{"name":"Nicola L. Hawley","is_ca":false},{"name":"Jenna C. Carlson","is_ca":false},{"name":"Emily M. Russell","is_ca":false},{"name":"Alysa Pomer","is_ca":false},{"name":"Hong Cheng","is_ca":false},{"name":"Take Naseri","is_ca":false},{"name":"Muagututi‘a Sefuiva Reupena","is_ca":false},{"name":"Ranjan Deka","is_ca":false},{"name":"Courtney C. Choy","is_ca":false},{"name":"Stephen T. McGarvey","is_ca":false},{"name":"Ryan L. Minster","is_ca":false},{"name":"Daniel E. Weeks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08372381712504959,"gpt":0.4466139367356664,"spread":0.3628901196106168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02901373,0.0001517481,0.0003591619,0.0002292592,0.0002681491,0.00004333543,0.0005847071,0.0003182169,0.00006671539],"category_scores_gemma":[0.03038706,0.0001416241,0.00007631117,0.0008278757,0.0002141239,0.00001416035,0.0007888589,0.002314049,0.00001908868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098487,"about_ca_system_score_gemma":0.0004526707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328696,"about_ca_topic_score_gemma":0.03842545,"domain_scores_codex":[0.9886551,0.008341318,0.0008487524,0.0007432139,0.0004930763,0.0009185061],"domain_scores_gemma":[0.9933507,0.005612236,0.0002038854,0.0005637595,0.0001438396,0.000125619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103943,0.001133479,0.9917324,0.000007347659,0.00002676516,0.0004510434,0.00011339,0.0005928316,0.001342162,0.0001528783,0.002255721,0.001152618],"study_design_scores_gemma":[0.001396555,0.0006172769,0.9479479,0.00001244014,0.000005379616,0.00004189425,0.002865979,0.003475971,0.00003721607,0.001477779,0.04195645,0.0001652188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788495,0.00099463,0.0000384338,0.01465918,0.0001123428,0.0005477158,0.00001717582,0.000004381463,0.004776664],"genre_scores_gemma":[0.9960017,0.002239425,0.0003407102,0.0004450358,0.0001527742,0.0001932437,0.00003591439,0.00001778679,0.000573392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0437845,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293162047","doi":"10.1016/j.orcp.2022.08.004","title":"The short and long-term impact of the healthy kids initiative on depressed mood in youth living with obesity","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Public Health Agency of Canada; University of Saskatchewan","keywords":"Mood; Medicine; Depression (economics); Quality of life (healthcare); Obesity; Longitudinal study; Depressed mood; Gerontology; Psychology; Physical therapy; Clinical psychology; Internal medicine","authors":[{"name":"Mark Lemstra","is_ca":true},{"name":"Marla Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1534842797066955,"gpt":0.4842949728469206,"spread":0.330810693140225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01344996,0.0002554845,0.0006857284,0.0001267844,0.001155707,0.0000903102,0.0006525737,0.0001338857,0.00006406256],"category_scores_gemma":[0.02315781,0.0001469025,0.0002557407,0.0011214,0.001128609,0.0004304926,0.0017144,0.005395486,0.00001013521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005061783,"about_ca_system_score_gemma":0.001105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987245,"about_ca_topic_score_gemma":0.0006029817,"domain_scores_codex":[0.9875435,0.00791984,0.0006878158,0.0007372193,0.002318162,0.0007934167],"domain_scores_gemma":[0.9648964,0.03248654,0.0003288149,0.001220494,0.0006171095,0.0004506843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003400905,0.02267058,0.9715422,0.00007303851,0.0002273314,0.00006544905,0.0006274176,0.00001802142,0.00002588418,0.0001943315,0.0002200714,0.000934778],"study_design_scores_gemma":[0.001384845,0.007857809,0.9883734,0.0001851263,0.0001292593,0.00003202962,0.001341301,0.0002378548,0.00004167377,0.0002279158,0.00003758921,0.0001512039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887497,0.0001506671,0.000004890464,0.004210399,0.00007445894,0.001573029,0.00004625291,0.00002667665,0.005163857],"genre_scores_gemma":[0.9987186,0.0003135748,0.00003164806,0.0005493684,0.0001795818,0.00005658522,0.000007343037,0.00003732093,0.0001059581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245667,"threshold_uncertainty_score":0.9968991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224038434","doi":"10.1016/j.orcp.2022.03.003","title":"Overweight and obese youth with type 1 or type 2 diabetes share similar elevation in triglycerides during middle and late adolescence","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Children's Hospital; McGill University; Université de Montréal","funders":"","keywords":"Overweight; Medicine; Dyslipidemia; Internal medicine; Type 2 diabetes; Obesity; Endocrinology; Population; Diabetes mellitus; Body mass index; Type 1 diabetes; Lipid profile; Environmental health","authors":[{"name":"Dina Ashour","is_ca":true},{"name":"Abdulmajeed AlSubaihin","is_ca":false},{"name":"Yvonne Yijuan Lim","is_ca":false},{"name":"Laurent Legault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1757584561662764,"gpt":0.4302306367642715,"spread":0.2544721805979951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006679625,0.0001473182,0.0003598403,0.0002955344,0.0004378332,0.0001326118,0.0002015228,0.00008886812,0.0004477167],"category_scores_gemma":[0.01262344,0.0001100787,0.00003011137,0.001323714,0.0003276249,0.0005349201,0.0008549758,0.001853351,0.00003123738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082986,"about_ca_system_score_gemma":0.0002613894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005172239,"about_ca_topic_score_gemma":0.00003805329,"domain_scores_codex":[0.9960381,0.001160407,0.0003922226,0.0005979749,0.001203817,0.0006075268],"domain_scores_gemma":[0.9961827,0.002546603,0.0001109108,0.0003815299,0.0004866671,0.0002915461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01194324,0.001687556,0.9784734,0.0008531506,0.0001454547,0.0005348508,0.0004935584,0.00001155062,0.0004906706,0.00004870146,0.0009306103,0.004387272],"study_design_scores_gemma":[0.004531106,0.005442405,0.9703838,0.00053939,0.0001277646,0.00001107174,0.002985262,0.002962629,0.0001094424,0.0001232978,0.0125162,0.0002676345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926322,0.0009146402,6.343184e-7,0.00266788,0.00005389303,0.0008439028,0.00001057536,0.00003348241,0.002842771],"genre_scores_gemma":[0.9911222,0.001953463,0.0003672394,0.0003222724,0.0001192132,0.000025121,0.00003891905,0.00002912322,0.006022488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158559,"threshold_uncertainty_score":0.9956937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613991378","doi":"10.1016/j.orcp.2017.04.009","title":"Bariatric surgery revisions and private health insurance","year":2017,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Public hospital; Disadvantage; Weight loss; Socioeconomic status; Public health; Surgery; Pediatrics; General surgery; Obesity; Population; Environmental health; Nursing; Internal medicine","authors":[{"name":"Samantha B. Meyer","is_ca":true},{"name":"Campbell Thompson","is_ca":false},{"name":"Paul Hakendorf","is_ca":false},{"name":"Chris Horwood","is_ca":false},{"name":"Darlene McNaughton","is_ca":false},{"name":"John Gray","is_ca":false},{"name":"Paul Ward","is_ca":false},{"name":"Lillian Mwanri","is_ca":false},{"name":"Sue Booth","is_ca":false},{"name":"Lilian Kow","is_ca":false},{"name":"Jacob Chisholm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2851099044972891,"gpt":0.5431314191519745,"spread":0.2580215146546854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03959872,0.000171299,0.0009292194,0.0002082033,0.001933823,0.0002914484,0.0003453184,0.0002484951,0.0001475603],"category_scores_gemma":[0.2454674,0.0001395373,0.0002628048,0.0003703955,0.0005969951,0.0009416831,0.0006064672,0.002317626,0.0003140932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007490475,"about_ca_system_score_gemma":0.001069124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006208583,"about_ca_topic_score_gemma":0.00001121078,"domain_scores_codex":[0.9936582,0.00277056,0.001041008,0.0006901726,0.001083631,0.0007564132],"domain_scores_gemma":[0.9547102,0.04112401,0.0006615017,0.001799326,0.0006725656,0.001032342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006072375,0.0006699315,0.8554257,0.0001643169,0.00007527324,0.0002420327,0.00002683139,3.132973e-8,0.000003507789,0.000795559,0.04105645,0.1009332],"study_design_scores_gemma":[0.0006469421,0.0002019391,0.8187118,0.0001385553,0.00003351537,0.00009748652,0.00004071595,0.00002421211,0.000003564295,0.0003293216,0.1796643,0.0001077292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082818,0.003657229,0.00007318137,0.1637089,0.0007612226,0.0009477416,0.00001295762,0.00009125204,0.02246566],"genre_scores_gemma":[0.9569965,0.03385394,0.003468991,0.002809748,0.001024629,0.0000125667,0.000007415873,0.00002724219,0.001798974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058687,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565445526","doi":"10.1016/j.orcp.2016.12.002","title":"Association between weight status and men’s positive mental health: The influence of marital status","year":2016,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Occupational Therapists; Bell (Canada); Université de Sherbrooke; Université du Québec à Montréal; Université du Québec à Trois-Rivières; Institut National de Santé Publique du Québec; Université Laval; Université du Québec en Outaouais","funders":"Canadian Institutes of Health Research","keywords":"Overweight; Moderation; Obesity; Mental health; Marital status; Association (psychology); Psychology; Clinical psychology; Psychological well-being; Demography; Medicine; Gerontology; Psychiatry; Population; Social psychology; Environmental health","authors":[{"name":"Francine de Montigny","is_ca":true},{"name":"Lyne Cloutier","is_ca":true},{"name":"Sophie Meunier","is_ca":true},{"name":"Caroline Cyr","is_ca":true},{"name":"Simon Coulombe","is_ca":true},{"name":"Gilles Tremblay","is_ca":true},{"name":"Nathalie Auger","is_ca":true},{"name":"Bernard Roy","is_ca":true},{"name":"Isabelle Gaboury","is_ca":true},{"name":"Brigitte Lavoie","is_ca":true},{"name":"Harold Dion","is_ca":true},{"name":"Janie Houle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1645779350589406,"gpt":0.5831195152970596,"spread":0.418541580238119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04334479,0.0002110222,0.0006734205,0.0001471916,0.003312593,0.00005481961,0.0004186276,0.0005395176,0.000464009],"category_scores_gemma":[0.06515089,0.0001329558,0.00009919256,0.0004703541,0.0006793117,0.002143237,0.0009150152,0.004139476,0.0009778866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293653,"about_ca_system_score_gemma":0.002754485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470789,"about_ca_topic_score_gemma":0.001595116,"domain_scores_codex":[0.968733,0.02476527,0.001847695,0.0006660855,0.002019951,0.001967965],"domain_scores_gemma":[0.8652799,0.1295081,0.001865932,0.0005658433,0.001864369,0.0009159311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008285381,0.0005283954,0.9187018,0.0002106337,0.0002294694,0.000004156239,0.002770316,8.449774e-8,0.00003311455,0.001468859,0.06447766,0.01074701],"study_design_scores_gemma":[0.001403028,0.0007502647,0.7167019,0.0003532233,0.00005336767,8.72541e-7,0.00310436,0.000003891066,0.000007786185,0.0009329197,0.2765807,0.0001076219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732112,0.0007950572,0.00001740523,0.2049498,0.0002149649,0.002085793,0.0005019728,0.00004619674,0.01817762],"genre_scores_gemma":[0.948782,0.03918459,0.0008698237,0.003884787,0.0008535727,0.00007531968,0.00003816545,0.00003578812,0.006276005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2121031,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400205167","doi":"10.1016/j.orcp.2024.06.001","title":"30-day morbidity and mortality of revisional bariatric surgery – An international multi-centre collaborative (BROAD) study","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; General surgery; Surgery","authors":[{"name":"Amrit Manik Nasta","is_ca":false},{"name":"Ramen Goel","is_ca":false},{"name":"Rishi Singhal","is_ca":false},{"name":"Luc Lemmens","is_ca":false},{"name":"Sarfaraz Jalil Baig","is_ca":false},{"name":"Yosuke Seki","is_ca":false},{"name":"Arun Prasad","is_ca":false},{"name":"Sonja Chiappetta","is_ca":false},{"name":"Mohammad Kermansaravi","is_ca":false},{"name":"M. Vertruyen","is_ca":false},{"name":"Beniamino Pascotto","is_ca":false},{"name":"Juan Santiago Azagra","is_ca":false},{"name":"Waleed Al‐Khyatt","is_ca":false},{"name":"Gennaro Martines","is_ca":false},{"name":"Diva Y Villao","is_ca":false},{"name":"Leandro Revello","is_ca":false},{"name":"Marco Rioseco","is_ca":false},{"name":"Francesco Martini","is_ca":false},{"name":"Arnaud Liagre","is_ca":false},{"name":"Gildas Juglard","is_ca":false},{"name":"Giovanni Dapri","is_ca":false},{"name":"Monika A Proczko-Stepaniak","is_ca":false},{"name":"Adel Abou‐Mrad","is_ca":false},{"name":"Hosam Elghadban","is_ca":false},{"name":"Christine Stier","is_ca":false},{"name":"Jasper L E Van Herck","is_ca":false},{"name":"Safwan Abdulrahman Taha","is_ca":false},{"name":"Ozan Şen","is_ca":false},{"name":"Bruno Dillemans","is_ca":false},{"name":"Stijn Van Hoef","is_ca":false},{"name":"Mathieu Vandeputte","is_ca":false},{"name":"Sofie Viskens","is_ca":false},{"name":"Paolo Gentileschi","is_ca":false},{"name":"Raj Palaniappan","is_ca":false},{"name":"Nasser Sakran","is_ca":false},{"name":"Thomas Shin","is_ca":false},{"name":"Ali Aminian","is_ca":false},{"name":"Matteo Uccelli","is_ca":true},{"name":"Stefano Olmi","is_ca":false},{"name":"G Cesana","is_ca":false},{"name":"Marco Anselmino","is_ca":false},{"name":"N Debergh","is_ca":false},{"name":"Daniel Gärtner","is_ca":false},{"name":"Wah Yang","is_ca":false},{"name":"Digvijay Bedi","is_ca":false},{"name":"Kamal Mahawar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.249173430431508,"gpt":0.542025903129274,"spread":0.292852472697766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03549141,0.0001955902,0.0007716137,0.0003490947,0.0001900644,0.0001623408,0.0002359178,0.0002320557,0.0008677236],"category_scores_gemma":[0.08427823,0.0001572586,0.0002285997,0.001264132,0.0003569449,0.001117037,0.0003717458,0.001701483,0.0001166168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002351,"about_ca_system_score_gemma":0.001346983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005690502,"about_ca_topic_score_gemma":0.00005194477,"domain_scores_codex":[0.9900616,0.005676128,0.001203011,0.0008523366,0.001815241,0.0003916808],"domain_scores_gemma":[0.9543113,0.0422449,0.0002339495,0.000653093,0.002015913,0.0005408336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006126915,0.007259735,0.969547,0.0001534669,0.0006833085,0.0008673496,0.0003875114,6.843175e-7,0.00001638125,0.0003986345,0.009607228,0.01046595],"study_design_scores_gemma":[0.001039957,0.0003905417,0.9746554,0.0001068654,0.0003532736,0.0000254348,0.00186557,0.001366954,0.00001467773,0.00009969284,0.01993618,0.0001453796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896402,0.001210635,0.00007342394,0.004257501,0.001098071,0.0009638983,0.00006845887,0.00007020723,0.002617631],"genre_scores_gemma":[0.9943604,0.002804021,0.0007930591,0.0001744013,0.0008906554,0.00001266582,0.00004258602,0.00002276536,0.0008994691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04878682,"threshold_uncertainty_score":0.9931645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968853982","doi":"10.1016/j.orcp.2019.07.002","title":"Early LV remodelling patterns in overweight and obesity: Feasibility of cardiac CT to detect early geometric left ventricular changes","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Overweight; Medicine; Obesity; Body mass index; Diastole; Cardiology; Internal medicine; Normal weight; Prospective cohort study; Gastroenterology; Blood pressure","authors":[{"name":"Jeroen Walpot","is_ca":true},{"name":"João R. Inácio","is_ca":true},{"name":"Samia Massalha","is_ca":true},{"name":"Huda El Mais","is_ca":true},{"name":"Alomgir Hossain","is_ca":true},{"name":"Judy Shiau","is_ca":true},{"name":"Gary R. Small","is_ca":true},{"name":"Andrew Crean","is_ca":true},{"name":"Yeung Yam","is_ca":true},{"name":"Frank J. Rybicki","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09704281703108099,"gpt":0.4135781433925975,"spread":0.3165353263615165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01647483,0.000228224,0.001082148,0.0008465146,0.0001179441,0.00008076119,0.000223086,0.0002523344,0.0001625062],"category_scores_gemma":[0.01533631,0.0001974085,0.0004946007,0.001584532,0.0001450547,0.0003532283,0.0004001034,0.001971874,0.0003004213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255686,"about_ca_system_score_gemma":0.000221443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203124,"about_ca_topic_score_gemma":0.00009915172,"domain_scores_codex":[0.9932162,0.002451377,0.0007438057,0.000959394,0.001956507,0.0006727774],"domain_scores_gemma":[0.9919797,0.0051963,0.0001811702,0.001148866,0.0008511497,0.0006427765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008894153,0.0006228108,0.9865637,0.0002187521,0.0002555435,0.0002086959,0.0001372241,0.000006805225,0.0001890764,0.000009140671,0.0001582396,0.01074059],"study_design_scores_gemma":[0.001375354,0.001606655,0.9816275,0.0001869809,0.0001876942,0.00004484511,0.0002659585,0.0001004274,0.000663857,0.0000370111,0.0137078,0.000195905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939115,0.001316696,0.0003072896,0.000855899,0.0003301764,0.001891261,0.00001748958,0.00003633216,0.001333361],"genre_scores_gemma":[0.99437,0.003894902,0.0005172279,0.0001549675,0.0002429928,0.000009227972,0.000008426005,0.00003309517,0.0007691619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354956,"threshold_uncertainty_score":0.9929579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210857169","doi":"10.1016/j.orcp.2022.02.001","title":"Smoking status and maternal weight trajectories during pregnancy and postpartum: Preliminary results from a pilot study","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Manitoba Beekeepers' Association","keywords":"Pregnancy; Medicine; Weight gain; Confounding; Obstetrics; Demography; Body weight; Internal medicine","authors":[{"name":"Joshua M. Sorrentino","is_ca":false},{"name":"Paul Mercado","is_ca":false},{"name":"Eve Reid","is_ca":false},{"name":"Zachary Morrisey","is_ca":false},{"name":"Xiaozhong Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181534480442403,"gpt":0.4359896015270377,"spread":0.3178361534827974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0050671,0.0001688028,0.0003585943,0.0002167273,0.0009344338,0.0001881728,0.0002051059,0.00003908133,0.0001820531],"category_scores_gemma":[0.0156731,0.0001577726,0.00004123631,0.0003541871,0.0002948018,0.0005056622,0.001693013,0.00189204,0.00001618558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669106,"about_ca_system_score_gemma":0.0002485483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002982167,"about_ca_topic_score_gemma":0.00006726233,"domain_scores_codex":[0.9927391,0.002784268,0.0006713719,0.0008472778,0.002199266,0.0007586611],"domain_scores_gemma":[0.9903065,0.007953101,0.0001646189,0.000492929,0.0004451947,0.0006376362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04405264,0.008297211,0.9330053,0.0002973891,0.0005935996,0.002953867,0.001374761,0.000003320275,0.0002087992,0.0001645282,0.001642674,0.007405923],"study_design_scores_gemma":[0.006622454,0.02193888,0.9615303,0.0001721949,0.0001357941,0.00003567241,0.004562625,0.0001304134,0.00003467092,0.000420243,0.004278129,0.0001385962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883784,0.001834371,0.000002881201,0.004203472,0.0001051499,0.001699229,0.000140475,0.00004791421,0.003588113],"genre_scores_gemma":[0.992977,0.003631447,0.0005674043,0.0001020167,0.0001740416,0.0001805379,0.00007217901,0.00002751156,0.002267859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743019,"threshold_uncertainty_score":0.9926183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387999153","doi":"10.1016/j.orcp.2023.10.003","title":"Development and validation of a predictive model of the hospital cost associated with bariatric surgery","year":2023,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mean absolute percentage error; Random forest; Revenue; Mean absolute error; Set (abstract data type); Operations management; Surgery; Statistics; Mean squared error; Computer science; Machine learning; Mathematics; Engineering; Finance","authors":[{"name":"Vincent Ochs","is_ca":false},{"name":"Anja Tobler","is_ca":false},{"name":"Bassey Enodien","is_ca":false},{"name":"Baraa Saad","is_ca":false},{"name":"Stephanie Taha‐Mehlitz","is_ca":false},{"name":"Julia Wolleb","is_ca":false},{"name":"Joelle El Awar","is_ca":false},{"name":"Katerina Neumann","is_ca":true},{"name":"Susanne Drews","is_ca":false},{"name":"Ilan Rosenblum","is_ca":false},{"name":"Reinhard Stoll","is_ca":false},{"name":"Robert Rosenberg","is_ca":false},{"name":"Daniel M. Frey","is_ca":false},{"name":"Philippe C. Cattin","is_ca":false},{"name":"Anas Taha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1904464628381859,"gpt":0.4340750313784761,"spread":0.2436285685402902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01647261,0.00009679937,0.0004630006,0.0001855259,0.0001700737,0.00001532408,0.000117371,0.000170864,0.00001134899],"category_scores_gemma":[0.07968359,0.00006211798,0.0001169909,0.001526334,0.0003107799,0.0002489439,0.0002300131,0.0007655191,0.000009076558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007591886,"about_ca_system_score_gemma":0.001451185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005726117,"about_ca_topic_score_gemma":0.000005835358,"domain_scores_codex":[0.9963466,0.001158934,0.0006974901,0.0002830713,0.001219388,0.0002945235],"domain_scores_gemma":[0.9688673,0.02907427,0.0004217867,0.0003257081,0.001152602,0.000158331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094062,0.00122203,0.9895006,0.00008743208,0.0003646142,0.00002388936,0.0005132596,0.0000451196,0.00003133225,0.0001227517,0.00415654,0.002838328],"study_design_scores_gemma":[0.0008548562,0.000240842,0.9927566,0.0001379169,0.0002094342,0.000004378606,0.0006252254,0.00371691,0.0007780327,0.0001200839,0.0004771723,0.0000785658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940056,0.00003671329,0.0001184535,0.003221049,0.00009652988,0.0006739692,0.00001285548,0.00003037529,0.001804414],"genre_scores_gemma":[0.9983977,0.0002588573,0.000632918,0.00006240458,0.00005664546,0.00002148979,0.00001891917,0.00001316706,0.0005378954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06321099,"threshold_uncertainty_score":0.9280686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912530494","doi":"10.1016/j.orcp.2016.10.078","title":"Early weight loss responders to liraglutide 3.0 mg had greater weight loss, regression to normoglycaemia, and reduced T2D development at 3 years vs early non-responders: SCALE Obesity and Prediabetes","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Liraglutide; Prediabetes; Medicine; Internal medicine; Weight loss; Endocrinology; Type 2 diabetes; Obesity; Diabetes mellitus","authors":[{"name":"Joseph Proietto","is_ca":false},{"name":"David C.W. Lau","is_ca":true},{"name":"Ken Fujioka","is_ca":false},{"name":"Frank L. Greenway","is_ca":false},{"name":"Patrick M. O’Neil","is_ca":false},{"name":"John Wilding","is_ca":false},{"name":"Peter B. Jacobsen","is_ca":false},{"name":"Trine Vang Skjøth","is_ca":false},{"name":"Sten Madsbad","is_ca":false},{"name":"Trisha O'Moore‐Sullivan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04604866068584114,"gpt":0.3813287754634923,"spread":0.3352801147776512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007345649,0.000534372,0.001055225,0.0006563309,0.0005061664,0.0003078858,0.0004942351,0.0004656902,0.0002701796],"category_scores_gemma":[0.003590077,0.0004469996,0.0001741443,0.0008739263,0.0004732081,0.0009855788,0.002098634,0.001326142,0.002804645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006052773,"about_ca_system_score_gemma":0.0003918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475709,"about_ca_topic_score_gemma":0.00006465751,"domain_scores_codex":[0.9924196,0.001197878,0.001023463,0.001811375,0.002058468,0.00148924],"domain_scores_gemma":[0.9926534,0.003278202,0.0002486987,0.001309101,0.0006743038,0.001836324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01482563,0.00144891,0.9356979,0.0002594298,0.0005255788,0.0006800656,0.001833138,5.122882e-7,0.0021284,0.00004088891,0.03149543,0.01106417],"study_design_scores_gemma":[0.004553532,0.003328219,0.8681567,0.0006644991,0.0002281893,0.00001828643,0.0002139697,0.00002219639,0.003180136,0.00006723477,0.1191112,0.0004558192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774967,0.0002624106,0.00001615675,0.01290081,0.0003009067,0.003236837,0.00001666528,0.0001034506,0.005666043],"genre_scores_gemma":[0.9442974,0.0006566509,0.00856924,0.001547304,0.0003080563,0.0001332316,0.00003696338,0.00008191265,0.04436923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08761574,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185548317","doi":"10.1016/j.orcp.2021.07.002","title":"The association of sex and calendar month with changes in weight: A retrospective cohort study of a community-based weight management clinic","year":2021,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Dietary Effects on Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Maple Leaf Medical Clinic; York University; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Weight loss; Body mass index; Confidence interval; Weight change; Demography; Cohort; Weight management; Cohort study; Obesity; Body weight; Generalized estimating equation; Weight gain; Pediatrics; Internal medicine","authors":[{"name":"Rebecca Christensen","is_ca":true},{"name":"Sean Wharton","is_ca":true},{"name":"Jennifer D. Brooks","is_ca":true},{"name":"Susan J. Bondy","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08504794028536122,"gpt":0.4693442066638125,"spread":0.3842962663784513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06318656,0.0001416281,0.0008182566,0.0001546752,0.0003282832,0.00002170155,0.0002261591,0.0001578282,0.00002879593],"category_scores_gemma":[0.02077994,0.0001002232,0.00006519284,0.0009561542,0.0003569617,0.0001412618,0.0003128223,0.003031498,0.000008018179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903995,"about_ca_system_score_gemma":0.0004557822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999608,"about_ca_topic_score_gemma":0.008537863,"domain_scores_codex":[0.9767938,0.01939926,0.0009023976,0.0004068447,0.002051708,0.0004459394],"domain_scores_gemma":[0.9602454,0.03640091,0.0005734972,0.0009969318,0.00157131,0.0002119223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003376039,0.01057129,0.9783915,0.000438814,0.0006487583,0.0002500411,0.0007229832,4.60297e-7,0.000007402186,0.00005395356,0.001431204,0.004107507],"study_design_scores_gemma":[0.005415295,0.009550943,0.9705757,0.0002275064,0.0003403818,0.000005385593,0.008275212,0.0001414256,0.00006309237,0.000103093,0.005223235,0.00007865323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724567,0.0002416233,0.000008568834,0.01286099,0.00005195887,0.002921692,0.00002139894,0.00001597497,0.0114211],"genre_scores_gemma":[0.9935117,0.003597506,0.0008275829,0.0004281651,0.00006198187,0.000101559,0.00001403494,0.0000211308,0.00143635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240661,"threshold_uncertainty_score":0.9992685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398770778","doi":"10.1016/j.orcp.2024.05.002","title":"Intrapartum antibiotic use is associated with higher child body mass index (BMI) z-score at 4 years of age","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Alberta Heritage Foundation for Medical Research; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Medicine; Body mass index; Pregnancy; Antibiotics; Pediatrics; Obesity; Cohort; Prospective cohort study; Cohort study; Obstetrics; Internal medicine","authors":[{"name":"Nicole A. Cho","is_ca":true},{"name":"Gerald F. Giesbrecht","is_ca":true},{"name":"Deborah Dewey","is_ca":true},{"name":"Raylene A. Reimer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1390490697122429,"gpt":0.4600004198885747,"spread":0.3209513501763318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004781792,0.0001919389,0.0005749728,0.0001806954,0.0001868303,0.000120234,0.0002346572,0.0003386826,0.000566695],"category_scores_gemma":[0.004619815,0.0001588306,0.0001570435,0.0006253609,0.0005182511,0.0005098179,0.0002394756,0.002447962,0.0004495781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300341,"about_ca_system_score_gemma":0.0002841185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005621368,"about_ca_topic_score_gemma":0.00004784981,"domain_scores_codex":[0.9951732,0.001231031,0.0007632769,0.0006349113,0.001501626,0.0006959222],"domain_scores_gemma":[0.9916788,0.006603092,0.0002001244,0.0006253108,0.0003571922,0.0005354613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007052771,0.002916028,0.9590579,0.004248872,0.0008381172,0.009091779,0.0002129262,8.493501e-7,0.0002084142,0.0007263044,0.01439872,0.001247354],"study_design_scores_gemma":[0.001338412,0.002061674,0.9494299,0.009869647,0.000193829,0.000120847,0.00003532368,0.0001517371,0.0007205297,0.00009675609,0.03580778,0.0001735543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777411,0.0006966898,0.00000653493,0.006159674,0.0004857655,0.0008556907,0.00005912129,0.0001059832,0.01388949],"genre_scores_gemma":[0.9784016,0.00155362,0.0001798184,0.0009478518,0.0002753863,0.000008134884,0.00004232018,0.00005102778,0.01854026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140906,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406973894","doi":"10.1016/j.orcp.2025.01.007","title":"Influence of waist circumference measurement site on the cardiometabolic risk factors in Korean adults","year":2025,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Kyung Hee University","keywords":"Waist; Circumference; Medicine; Internal medicine; Obesity; Mathematics","authors":[{"name":"Yejin Kim","is_ca":false},{"name":"Jennifer L. Kuk","is_ca":true},{"name":"Kyung‐Hee Park","is_ca":false},{"name":"SoJung Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131906415392547,"gpt":0.4286708975585206,"spread":0.3154802560192659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03421749,0.0002256901,0.0009567754,0.0004058475,0.0002536881,0.00006371335,0.0005440533,0.0002392736,0.00002711909],"category_scores_gemma":[0.1625558,0.0001538418,0.0005271378,0.001763817,0.0006928509,0.0002637997,0.0003150619,0.003262484,0.0001295055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236672,"about_ca_system_score_gemma":0.0008213258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05499424,"about_ca_topic_score_gemma":0.001655382,"domain_scores_codex":[0.9893432,0.005302571,0.0009590792,0.0007156215,0.003046829,0.0006327429],"domain_scores_gemma":[0.9859147,0.009655844,0.0002657009,0.001751796,0.002134699,0.0002772517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00225749,0.002995502,0.8685659,0.0003261728,0.00127265,0.00007002166,0.0005056191,0.0001699706,0.0001854259,0.0006981625,0.00201025,0.1209428],"study_design_scores_gemma":[0.001699741,0.000560026,0.9692307,0.0006805179,0.0002878303,0.000001658037,0.0006467174,0.00008044305,0.00137105,0.0002832165,0.02503017,0.0001278875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973196,0.000879841,0.00003412515,0.002288839,0.0001005174,0.001486494,0.00002172691,0.00003187926,0.02196063],"genre_scores_gemma":[0.996106,0.003058994,0.00009938177,0.0003338102,0.0001403695,0.00006039238,0.000006258453,0.00001827634,0.0001764912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283383,"threshold_uncertainty_score":0.999037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402989204","doi":"10.1016/j.orcp.2024.09.275","title":"Overweight and obesity code (E66) trends and predictors in Canada: Cross-sectional analysis of Discharge Abstract Data (DAD), 2018–2022","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Overweight; Cross-sectional study; Obesity; Environmental health; Medicine; Gerontology; Internal medicine","authors":[{"name":"Parmis Mirzadeh","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true},{"name":"Sean Wharton","is_ca":true},{"name":"Chris I. Ardern","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5345381457633911,"gpt":0.6231813251017446,"spread":0.08864317933835353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03418487,0.0001514487,0.000579268,0.0006072716,0.0008072157,0.00007776004,0.0004408518,0.0003702193,0.001392611],"category_scores_gemma":[0.02561185,0.000126804,0.00006281435,0.001664366,0.0003611997,0.001267792,0.0008329129,0.004375797,0.00003953143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606817,"about_ca_system_score_gemma":0.004737407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5048128,"about_ca_topic_score_gemma":0.6321934,"domain_scores_codex":[0.9926719,0.002271379,0.001930501,0.0007064338,0.001701245,0.0007185443],"domain_scores_gemma":[0.9705632,0.02719356,0.0003806827,0.0007434745,0.0004130045,0.0007060411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002719875,0.0001956804,0.960986,0.0006098965,0.0002366138,0.00002636518,0.0003007806,0.000003972837,0.000002053601,0.0006669096,0.03300576,0.00369394],"study_design_scores_gemma":[0.0004282588,0.0000876108,0.887175,0.0001286452,0.0001229373,0.000002209882,0.0004235271,0.02574866,3.427812e-7,0.00008877832,0.08569963,0.00009438746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97898,0.001144369,0.00009268687,0.007269126,0.0007221107,0.0004220807,0.001433994,0.00003813218,0.009897497],"genre_scores_gemma":[0.9923062,0.004506526,0.0001636426,0.000454168,0.0003364851,0.0000224033,0.0004908171,0.00001332131,0.001706388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273807,"threshold_uncertainty_score":0.9995202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410106800","doi":"10.1016/j.orcp.2025.04.011","title":"Understanding the association of longitudinal body mass index patterns in children and their parents: A data-driven study from the TARGet Kids! cohort","year":2025,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; Public Health Ontario; St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"Sick Kids Foundation; Canadian Institutes of Health Research; Institute of Human Development, Child and Youth Health; Hospital for Sick Children; Heart and Stroke Foundation of Canada; St. Michael's Hospital Foundation","keywords":"Body mass index; Longitudinal data; Association (psychology); Cohort; Longitudinal study; Index (typography); Demography; Psychology; Medicine; Developmental psychology; Internal medicine; Computer science; Pathology; Sociology","authors":[{"name":"Paraskevi Massara","is_ca":true},{"name":"Charles Keown‐Stoneman","is_ca":true},{"name":"Jonathon L. Maguire","is_ca":true},{"name":"Robert Bandsma","is_ca":true},{"name":"Elena M. Comelli","is_ca":true},{"name":"Catherine S. Birken","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1702168036491913,"gpt":0.4609532992655641,"spread":0.2907364956163728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01735166,0.0002011184,0.000680624,0.0001023185,0.0003631805,0.0001597524,0.0009085536,0.0001950849,0.00003216422],"category_scores_gemma":[0.02906636,0.0001201279,0.0001026619,0.0007305435,0.0003704793,0.0006179565,0.001686915,0.002949962,0.00001309814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672217,"about_ca_system_score_gemma":0.0003209499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006327989,"about_ca_topic_score_gemma":0.001227784,"domain_scores_codex":[0.990986,0.005503024,0.0007551453,0.0008237418,0.00144256,0.0004895063],"domain_scores_gemma":[0.9659146,0.03170365,0.0003773919,0.001426132,0.0004309611,0.0001472331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004335892,0.01286941,0.9830108,0.00002086418,0.001272289,0.00001806236,0.0001722123,0.000003718421,0.000008159685,0.0002021791,0.001816935,0.0001717711],"study_design_scores_gemma":[0.002102369,0.000453845,0.9870885,0.0001205232,0.0003260294,0.00000186463,0.004222129,0.002191612,0.000008120244,0.003268806,0.0001145891,0.0001016033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868777,0.00007269537,0.0005872655,0.008718758,0.00009444522,0.00216033,0.0002083951,0.00002256835,0.00125789],"genre_scores_gemma":[0.9988419,0.0003018288,0.00005234746,0.0002777765,0.0002802935,0.00002956412,0.000106656,0.00001681967,0.00009276425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620062,"threshold_uncertainty_score":0.9993502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402930328","doi":"10.1016/j.orcp.2024.09.080","title":"Efficacy of tirzepatide in achieving the composite endpoints of glycemic, blood pressure and lipid goals in SURMOUNT-2","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Glycemic; Composite number; Blood pressure; Medicine; Internal medicine; Materials science; Composite material; Insulin","authors":[{"name":"Naveed Sattar","is_ca":false},{"name":"Alice Cheng","is_ca":true},{"name":"Imane Benabbad","is_ca":false},{"name":"Clare J. Lee","is_ca":false},{"name":"Sophia Kyoungah See","is_ca":false},{"name":"John Leech","is_ca":false},{"name":"Donna Mojdami","is_ca":false},{"name":"Melissa Leung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0863528856746846,"gpt":0.4701115813889032,"spread":0.3837586957142186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02138668,0.0001197544,0.0006343009,0.0001959266,0.00005825345,0.00004969145,0.0002144805,0.0001994972,0.00009070703],"category_scores_gemma":[0.03635423,0.00008759543,0.0001202118,0.0005776382,0.0005159665,0.0002815834,0.0002945361,0.002186073,0.00002251264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003050495,"about_ca_system_score_gemma":0.0005580233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836856,"about_ca_topic_score_gemma":0.0001682569,"domain_scores_codex":[0.9943876,0.00305408,0.001172545,0.0004669706,0.0005533144,0.0003655386],"domain_scores_gemma":[0.9508743,0.04803994,0.0001304857,0.0005581331,0.0002449333,0.0001521581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01455757,0.01403006,0.6732083,0.00424342,0.001679479,0.0006531522,0.004105351,0.00005406312,0.1990855,0.002709135,0.0006205338,0.08505341],"study_design_scores_gemma":[0.005843963,0.001315362,0.9318214,0.001612462,0.000613476,0.00005263742,0.0003766342,0.008863541,0.002010639,0.0002552508,0.04708393,0.0001506766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785625,0.00338307,0.00001242058,0.01389938,0.00006991938,0.0009834688,0.0000153496,0.00001590942,0.003057928],"genre_scores_gemma":[0.9977846,0.001292976,0.000399222,0.000123026,0.0001414649,0.0000126321,0.000005314762,0.00001380724,0.0002269283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586131,"threshold_uncertainty_score":0.971763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237619972","doi":"10.1016/j.orcp.2016.06.008","title":"Reprint of: Ruth E. Brown, Arya M. Sharma, Chris I. Ardern, Pedi Mirdamadi, Paul Mirdamadi and Jennifer L. Kuk. “Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity.” [Obesity Research & Clinical Practice (2015)]","year":2016,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Reprint; Caloric theory; Caloric intake; Gerontology; Medicine; Endocrinology; Physics; Obesity","authors":[{"name":"Ruth E. Brown","is_ca":false},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.184828145170232,"gpt":0.4715410266732052,"spread":0.2867128815029732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.07046151,0.001426532,0.004542356,0.0009206968,0.001131729,0.0007588307,0.002105115,0.003344893,0.00009510055],"category_scores_gemma":[0.1205301,0.000986913,0.0008592536,0.002416788,0.004428946,0.001970135,0.003605534,0.03614634,0.0004052684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455445,"about_ca_system_score_gemma":0.001947231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004831236,"about_ca_topic_score_gemma":0.0006136554,"domain_scores_codex":[0.9417418,0.03654878,0.00294685,0.004484594,0.01099227,0.003285717],"domain_scores_gemma":[0.8410304,0.1455138,0.002690542,0.003553483,0.005834801,0.001376991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003389378,0.03046052,0.7587538,0.001389072,0.001817001,0.001733266,0.0008849363,1.059541e-7,0.00004209244,0.0001197494,0.1951898,0.006220235],"study_design_scores_gemma":[0.004116914,0.00392904,0.7574569,0.0009535654,0.001539583,0.0001617439,0.0006807576,0.00004227115,0.000072931,0.001877288,0.2282672,0.0009017897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7013347,0.0004307267,0.00005724494,0.2910188,0.0002540712,0.003935425,0.0002210114,0.00009161998,0.002656528],"genre_scores_gemma":[0.9637088,0.006993694,0.0009701692,0.01441678,0.01123673,0.0003189487,0.0002036288,0.0002243304,0.001926989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276602,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911971172","doi":"10.1016/j.orcp.2016.10.007","title":"AMPK-ACC signalling is required for increasing appetite under conditions of metabolic stress","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"AMPK; Appetite; Stress (linguistics); Signalling; Medicine; Internal medicine; Endocrinology; Chemistry; Cell biology; Biology; Biochemistry; Protein kinase A; Enzyme","authors":[{"name":"Sandra Galić","is_ca":false},{"name":"Lisa Murray‐Segal","is_ca":false},{"name":"Kim Loh","is_ca":false},{"name":"Zane B. Andrews","is_ca":false},{"name":"Gregory R. Steinberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094851393354655,"gpt":0.4758256551910513,"spread":0.3663405158555858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007125005,0.0001610998,0.0004419654,0.00008161474,0.0001957765,0.00007400735,0.0004351765,0.0003072868,0.0003317981],"category_scores_gemma":[0.008107325,0.0001573951,0.0002772713,0.0002441316,0.0003225169,0.00004909049,0.0002568062,0.0004961518,0.0001364573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000136467,"about_ca_system_score_gemma":0.000413466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879859,"about_ca_topic_score_gemma":0.00002614097,"domain_scores_codex":[0.9961683,0.001432937,0.0006497344,0.0006240393,0.000587687,0.0005372939],"domain_scores_gemma":[0.9948295,0.00275076,0.0003099522,0.0006737937,0.001204898,0.0002310987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008766278,0.006743174,0.08451135,0.00136344,0.003367264,0.00001290545,0.0004236244,0.0003376767,0.7437999,0.02753687,0.0520455,0.07109203],"study_design_scores_gemma":[0.002241463,0.0005444828,0.009138808,0.0001328287,0.0001939125,0.000004762551,0.0009106329,0.0003189498,0.1138171,0.001804728,0.8705409,0.0003514715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491279,0.04240528,0.001113003,0.0004594074,0.0002668028,0.0008225749,0.0002323061,0.00001191066,0.005560822],"genre_scores_gemma":[0.9543166,0.03938458,0.002808105,0.001121612,0.0008622287,0.00006161665,0.0001920567,0.0000408471,0.001212412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8184953,"threshold_uncertainty_score":0.9705812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101784912","doi":"10.1016/j.orcp.2020.10.007","title":"Is twin pregnancy a risk factor for excess post-partum weight retention?","year":2020,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; National Institutes of Health","keywords":"Post partum; Medicine; Obstetrics; Pregnancy; Risk factor; Twin Pregnancy; Internal medicine; Fetus; Biology","authors":[{"name":"Jennifer A. Hutcheon","is_ca":true},{"name":"Katherine P. Himes","is_ca":false},{"name":"Abigail R. Cartus","is_ca":false},{"name":"Sara M. Parisi","is_ca":false},{"name":"Lisa M. Bodnar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2282977679295853,"gpt":0.50038920740708,"spread":0.2720914394774947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005555082,0.0005112838,0.001190053,0.0004600059,0.0006488056,0.0004031627,0.0009927268,0.001071636,0.002322319],"category_scores_gemma":[0.1186254,0.0004480649,0.001003148,0.0007444667,0.000606464,0.0007293789,0.0008857362,0.01216024,0.002637322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066332,"about_ca_system_score_gemma":0.001541004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212629,"about_ca_topic_score_gemma":0.00001059832,"domain_scores_codex":[0.986004,0.004194071,0.001443646,0.00189649,0.004705573,0.001756215],"domain_scores_gemma":[0.9664875,0.02467184,0.0006816214,0.001415538,0.005707454,0.001036059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001406739,0.00103178,0.003756489,0.003298373,0.001239257,0.001792143,0.00009669695,8.233116e-8,0.0000138502,0.00006551147,0.9703823,0.01691672],"study_design_scores_gemma":[0.002682309,0.003790428,0.02643161,0.0008715997,0.0006181182,0.00001130958,0.0001188444,0.0003500826,0.00002764367,0.001888112,0.9628109,0.0003990321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006731575,0.001252918,0.0005772628,0.9743386,0.0004722142,0.006302417,0.00269634,0.0001312081,0.01355589],"genre_scores_gemma":[0.003351222,0.01639559,0.01073008,0.8395337,0.01184237,0.00140529,0.003399153,0.0003011734,0.1130415],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1348049,"threshold_uncertainty_score":0.9997971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402930241","doi":"10.1016/j.orcp.2024.09.085","title":"Once-weekly semaglutide in patients with heart failure with preserved ejection fraction, obesity and type 2 diabetes: main results from the STEP-HFpEF DM trial","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Semaglutide; Medicine; Heart failure with preserved ejection fraction; Type 2 diabetes; Cardiology; Internal medicine; Ejection fraction; Heart failure; Obesity; Diabetes mellitus; Endocrinology","authors":[{"name":"Andrew Sindone","is_ca":false},{"name":"Mikhail Kosiborod","is_ca":false},{"name":"Mark C. Petrie","is_ca":false},{"name":"Barry A. Borlaug","is_ca":false},{"name":"Javed Butler","is_ca":false},{"name":"Melanie J. Davies","is_ca":false},{"name":"G. Kees Hovingh","is_ca":false},{"name":"Dalane W Kitzman","is_ca":false},{"name":"Daniél Vega Møller","is_ca":false},{"name":"Marianne Bach Treppendahl","is_ca":false},{"name":"Subodh Verma","is_ca":true},{"name":"Thomas Jensen","is_ca":false},{"name":"Karoline Liisberg","is_ca":false},{"name":"Marie L.S. Lindegaard","is_ca":false},{"name":"Sanjiv J. Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06623334692358289,"gpt":0.3937653512972406,"spread":0.3275320043736576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007676233,0.0002497494,0.0005163979,0.0001522081,0.0003049019,0.0003541764,0.0001982356,0.0002101097,0.00008144264],"category_scores_gemma":[0.01177491,0.0001496574,0.00008344828,0.0009824294,0.0003577039,0.0008000259,0.0002558951,0.001898197,0.0001851976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728955,"about_ca_system_score_gemma":0.000378545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540183,"about_ca_topic_score_gemma":0.001236688,"domain_scores_codex":[0.9942735,0.00209193,0.0006492322,0.0009495998,0.001438094,0.0005976111],"domain_scores_gemma":[0.9861336,0.01202124,0.0001535452,0.0008166013,0.0005867344,0.0002882572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06692963,0.003806739,0.8371037,0.00009120872,0.0005951931,0.00007664081,0.00008004173,0.000003828791,0.000005625294,0.00003797394,0.08914873,0.00212069],"study_design_scores_gemma":[0.03079743,0.007874456,0.7905607,0.0005430934,0.0004305719,8.343686e-7,0.0006431161,0.0004432382,0.00001360892,0.0001234685,0.1683946,0.000174919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97321,0.0002669516,0.00002529338,0.02003462,0.00021511,0.003005567,0.00004495304,0.00009468622,0.003102816],"genre_scores_gemma":[0.9935328,0.0002343386,0.002316568,0.0005805988,0.000583228,0.00008719489,0.0002017685,0.00004456063,0.002418894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07924581,"threshold_uncertainty_score":0.9965493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255968450","doi":"10.1016/j.orcp.2015.12.005","title":"Response to the Letter to the Editor: “Re: Ruth E. Brown, Arya M. Sharma, Chris I. Ardern, Pedi Mirdamadi, Paul Mirdamadi and Jennifer L. Kuk, ‘Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity’ [Obes. Res. Clin. Pract. (2015)]”","year":2016,"lang":"en","type":"letter","venue":"Obesity Research & Clinical Practice","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Caloric theory; Medicine; Theology; Philosophy; Internal medicine","authors":[{"name":"Ruth Brown","is_ca":true},{"name":"Jennifer L. Kuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0932683260398825,"gpt":0.4102052117516467,"spread":0.3169368857117642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02687482,0.0007877916,0.001586917,0.0003017034,0.001351899,0.0006651828,0.001181567,0.001126278,0.00005129715],"category_scores_gemma":[0.03881721,0.0003831654,0.0003343931,0.001093083,0.0009343545,0.0004907497,0.001423317,0.01183042,0.0002854144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158786,"about_ca_system_score_gemma":0.0005393915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535008,"about_ca_topic_score_gemma":0.0006642138,"domain_scores_codex":[0.9786615,0.01158539,0.001078385,0.001875041,0.005096922,0.001702717],"domain_scores_gemma":[0.9272153,0.06837183,0.0007437017,0.001535886,0.001527307,0.0006059335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007341998,0.001255205,0.08606908,0.0001608819,0.0005810761,0.0005668496,0.001014831,1.0445e-7,0.00001186214,0.000005865782,0.9011988,0.00179347],"study_design_scores_gemma":[0.001772003,0.001896965,0.3442726,0.0003397023,0.0004521137,0.00003323332,0.0006198899,0.000005374538,0.000006965156,0.00009608093,0.6501576,0.000347561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3245414,0.0005702349,0.00003524588,0.6704729,0.0005585935,0.003111163,0.0003031545,0.00003304152,0.0003742652],"genre_scores_gemma":[0.4276589,0.005722933,0.0002792131,0.4612045,0.09968073,0.001195906,0.0001679297,0.0001761661,0.003913734],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2582035,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402900003","doi":"10.1016/j.orcp.2024.09.123","title":"Aboriginal community perspectives on adapting a healthy lifestyle program","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Gerontology; Medicine; Sociology","authors":[{"name":"Stephen Paull","is_ca":true},{"name":"Tania Harris","is_ca":false},{"name":"Jordan Bill","is_ca":true},{"name":"Joanna C. Moullin","is_ca":false},{"name":"Yvonne C. Anderson","is_ca":true},{"name":"Stephanie Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1934112182947372,"gpt":0.6056711300016316,"spread":0.4122599117068944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06667537,0.0001478288,0.0002716497,0.0002122816,0.0182824,0.0007000653,0.0006934536,0.0003233758,0.0001909536],"category_scores_gemma":[0.004616655,0.0001238935,0.000146442,0.001226959,0.001461602,0.000962902,0.000009002009,0.005926225,0.001052108],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008946873,"about_ca_system_score_gemma":0.03445932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2795407,"about_ca_topic_score_gemma":0.2962894,"domain_scores_codex":[0.9735263,0.02246501,0.0005837955,0.0005528473,0.001712143,0.001159884],"domain_scores_gemma":[0.9617229,0.03527088,0.0001406693,0.0005987246,0.001488551,0.0007783249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003600836,0.007510048,0.001533324,0.0001514114,0.00006618916,0.00006079146,0.4717942,6.503095e-7,2.205719e-7,0.5025069,0.005713974,0.01030224],"study_design_scores_gemma":[0.0001353371,0.001645917,0.002275179,0.0001052179,0.00001679216,0.00000476833,0.1212044,0.00008134958,6.195322e-7,0.001271658,0.8731343,0.0001244688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4109333,0.001419567,0.0000260586,0.0213588,0.0008621838,0.001451929,0.000005826716,0.0003670611,0.5635753],"genre_scores_gemma":[0.8887018,0.0791657,0.006054107,0.0004087642,0.006743868,0.00004219174,0.00001315828,0.00004611558,0.0188243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8674203,"threshold_uncertainty_score":0.9997257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402900034","doi":"10.1016/j.orcp.2024.09.018","title":"Financial and time constraints identified as the most important barriers to obesity management in primary care in Australia.","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Primary care; Business; Finance; Medicine; Family medicine","authors":[{"name":"Carly Barlow","is_ca":false},{"name":"Andrea Jasper","is_ca":true},{"name":"Terri-Lynne South","is_ca":false},{"name":"Ramesh Manocha","is_ca":false},{"name":"Nuria Zamora Solano","is_ca":false},{"name":"Christine Kim","is_ca":false},{"name":"Talia Palacios","is_ca":false},{"name":"Samantha Hocking","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1676355167842632,"gpt":0.5759967251640994,"spread":0.4083612083798362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.04530929,0.0002651624,0.0005932339,0.0004527728,0.00156992,0.0002254633,0.0006678111,0.000603126,0.002115097],"category_scores_gemma":[0.03590581,0.0002200392,0.0000914848,0.001582811,0.0006856741,0.001163712,0.001218572,0.007565713,0.006375096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135754,"about_ca_system_score_gemma":0.003463177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687167,"about_ca_topic_score_gemma":0.00644163,"domain_scores_codex":[0.9841152,0.01006525,0.0018799,0.001119011,0.001354349,0.001466293],"domain_scores_gemma":[0.9727671,0.02481502,0.0002737488,0.0007669794,0.0004883535,0.0008888439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006692839,0.002227149,0.6661561,0.01079312,0.0002756171,0.009766521,0.03195138,0.000007732489,0.00007050068,0.03910579,0.1896816,0.04327169],"study_design_scores_gemma":[0.001556477,0.000524991,0.6586734,0.001847203,0.0000869753,0.00001894329,0.02213771,0.0001006655,0.000003669649,0.004328636,0.3103817,0.0003396323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706688,0.001369094,0.000007628029,0.02987799,0.0008156265,0.004579474,0.00005915603,0.00008293206,0.09253929],"genre_scores_gemma":[0.9617186,0.006378156,0.0009688295,0.01120711,0.0007114699,0.0004411639,0.00004581546,0.00005428747,0.0184746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207001,"threshold_uncertainty_score":0.9997299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913280038","doi":"10.1016/j.orcp.2016.10.259","title":"Reduction in the risk of developing type 2 diabetes (T2D) with liraglutide 3.0 mg in individuals with prediabetes and obesity or overweight from the SCALE Obesity and prediabetes randomised, double-blind, placebo-controlled trial","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Prediabetes; Liraglutide; Overweight; Medicine; Type 2 diabetes; Obesity; Internal medicine; Diabetes mellitus; Endocrinology","authors":[{"name":"Trisha O'Moore‐Sullivan","is_ca":false},{"name":"Carel W. le Roux","is_ca":false},{"name":"Arne Astrup","is_ca":false},{"name":"Ken Fujioka","is_ca":false},{"name":"Frank L. Greenway","is_ca":false},{"name":"David C.W. Lau","is_ca":true},{"name":"Luc Van Gaal","is_ca":false},{"name":"Rafael Violante Ortíz","is_ca":false},{"name":"John Wilding","is_ca":false},{"name":"Trine Vang Skjøth","is_ca":false},{"name":"Linda Shapiro Manning","is_ca":false},{"name":"Xavier Pi‐Sunyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07128017538887484,"gpt":0.3931278706574479,"spread":0.321847695268573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0243462,0.0003346367,0.001591359,0.0001984519,0.0003334666,0.0001571616,0.0003610409,0.00028115,0.00003089501],"category_scores_gemma":[0.0187313,0.0001575376,0.0001106861,0.0009737039,0.001002563,0.0006931514,0.0003493854,0.002070813,0.0000106672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005752359,"about_ca_system_score_gemma":0.0006779537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105778,"about_ca_topic_score_gemma":0.0006281891,"domain_scores_codex":[0.9915071,0.004574166,0.001066358,0.0007920007,0.001363778,0.0006965909],"domain_scores_gemma":[0.9595753,0.0381991,0.0006314052,0.0007104223,0.0006956976,0.000188087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4158084,0.0009886494,0.5806231,0.00008189387,0.0004915225,0.000005751592,0.001093331,0.000001575351,0.00002831031,0.00003112786,0.0002247015,0.0006216218],"study_design_scores_gemma":[0.425954,0.002204983,0.5668668,0.000380081,0.0007576229,0.000002811169,0.002301847,0.0000660341,0.0001405702,0.0002446685,0.0009132633,0.0001673525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837104,0.002480668,0.000002877435,0.002708441,0.0001935992,0.009488299,0.00002040772,0.00002254331,0.001372738],"genre_scores_gemma":[0.990048,0.006578361,0.002071025,0.0001562851,0.0004916816,0.0003610486,0.0000180629,0.00002836482,0.0002471644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03362494,"threshold_uncertainty_score":0.9895343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402930263","doi":"10.1016/j.orcp.2024.09.084","title":"Once-weekly semaglutide in heart failure with preserved ejection fraction and obesity: main results from the STEP-HFpEF trial","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Heart failure with preserved ejection fraction; Semaglutide; Medicine; Ejection fraction; Cardiology; Heart failure; Internal medicine; Diabetes mellitus; Endocrinology; Type 2 diabetes","authors":[{"name":"Andrew Sindone","is_ca":false},{"name":"Mikhail Kosiborod","is_ca":false},{"name":"Steen Z. Abildstrøm","is_ca":false},{"name":"Barry A Borlaug","is_ca":false},{"name":"Javed Butler","is_ca":false},{"name":"Søren Rasmussen","is_ca":false},{"name":"Melanie J. Davies","is_ca":false},{"name":"G. Kees Hovingh","is_ca":false},{"name":"Dalane W Kitzman","is_ca":false},{"name":"Marie L.S. Lindegaard","is_ca":false},{"name":"Daniél Vega Møller","is_ca":false},{"name":"Sanjiv J. Shah","is_ca":false},{"name":"Marianne Bach Treppendahl","is_ca":false},{"name":"Subodh Verma","is_ca":true},{"name":"Mark C. Petrie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.115102427821037,"gpt":0.4415162266815184,"spread":0.3264137988604814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01339827,0.0002168317,0.0004828343,0.0001795466,0.000284497,0.000425543,0.0001871336,0.000243386,0.00009180349],"category_scores_gemma":[0.01583203,0.0001406346,0.0001271266,0.0008100228,0.000307794,0.000791543,0.0002929279,0.002293203,0.0002851748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931018,"about_ca_system_score_gemma":0.0003640159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493716,"about_ca_topic_score_gemma":0.002527461,"domain_scores_codex":[0.9937297,0.002756557,0.0007157095,0.0009428859,0.001307669,0.0005474884],"domain_scores_gemma":[0.9793558,0.01922577,0.000126734,0.0007672504,0.0002575151,0.0002668963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1725828,0.007969917,0.2441482,0.00029426,0.001569717,0.00143153,0.0003674546,0.0000090143,0.0001861672,0.0007223603,0.5495664,0.02115214],"study_design_scores_gemma":[0.03512364,0.005161891,0.2737194,0.0007498768,0.0005885119,0.00001544694,0.002676748,0.00209347,0.00005564066,0.0006680036,0.6789273,0.0002200768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809715,0.0006649128,0.0001195819,0.1025362,0.0002950981,0.003217781,0.00003730852,0.0001346559,0.01202296],"genre_scores_gemma":[0.9821506,0.001099274,0.00505549,0.0009197794,0.001528875,0.0001626952,0.0001328068,0.00004962458,0.00890087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374592,"threshold_uncertainty_score":0.9962955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}