{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"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":"eb75b95402de","filters":{"venue":"McMaster University Medical Journal"}},"results":[{"id":"W3171284939","doi":"10.15173/mumj.v18i1.2588","title":"Safety And Risk Factors Associated With Electric Scooter Use Globally: A Literature Review","year":2021,"lang":"en","type":"review","venue":"McMaster University Medical Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Risk analysis (engineering); Business; Forensic engineering; Medicine; Engineering","authors":[{"name":"Michelle Schneeweiss","is_ca":true},{"name":"Mohammed Hassan-Ali","is_ca":false},{"name":"April Kam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09253157535279552,"gpt":0.4157181295400968,"spread":0.3231865541873012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001793316,0.0008306243,0.001860616,0.01135935,0.000689887,0.001732001,0.001139073,0.001229185,0.003922902],"category_scores_gemma":[0.009350858,0.000608855,0.003242446,0.01264865,0.0005707736,0.002034574,0.0009859336,0.0008575546,0.0004141175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250573,"about_ca_system_score_gemma":0.006038053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363248,"about_ca_topic_score_gemma":0.02095303,"domain_scores_codex":[0.9981438,0.0003320539,0.0008054007,0.0002271196,0.0003933587,0.00009819596],"domain_scores_gemma":[0.9914306,0.005535453,0.001701524,0.00009575041,0.001102966,0.0001338042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002062896,0.0001428869,0.04771113,0.4599026,0.003036777,0.001101534,0.001977799,0.0004202314,0.0002718601,0.00147704,0.01881273,0.4649392],"study_design_scores_gemma":[0.00007492074,0.0003087754,0.1577889,0.6336335,0.0166521,0.008289681,0.00666362,0.0004417523,0.0004143807,0.001843189,0.1737076,0.0001816738],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003807836,0.9940822,0.0001029927,0.0006026285,0.00008703202,0.00003773297,0.0005082074,0.000006925883,0.000764468],"genre_scores_gemma":[0.01336883,0.9854768,0.0002635736,0.0003006662,0.00007734991,0.00005128524,0.0003525943,0.000002895286,0.0001059151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01363248,"threshold_uncertainty_score":0.02710623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117949891","doi":"10.15173/mumj.v17i1.2338","title":"critical role of astrogenesis and neurodevelopment in Fragile X Syndrome and Rett Syndrome","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Neuroscience; Rett syndrome; Neurogenesis; Astrocyte; MECP2; Transcription factor; Signal transduction; Neural stem cell; Bone morphogenetic protein; Cell biology; Stem cell; Central nervous system; Genetics; Gene; Phenotype","authors":[{"name":"John Paul Oliveria","is_ca":false},{"name":"Zhuo Jun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007123793337472002,"gpt":0.1951492960872161,"spread":0.1880255027497441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222329,0.0005932486,0.0003589327,0.0006580923,0.0003085757,0.0003079523,0.0002797158,0.0004875412,0.0009836494],"category_scores_gemma":[0.0003571749,0.000148288,0.0002654236,0.0001623475,0.0008078345,0.0003435312,0.0003606133,0.0002849577,0.000142019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411171,"about_ca_system_score_gemma":0.0004100284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103318,"about_ca_topic_score_gemma":0.0009117142,"domain_scores_codex":[0.999838,0.00003669313,0.00002391414,0.0000426575,0.00003623127,0.00002240402],"domain_scores_gemma":[0.9998463,0.00003126489,0.00006543227,0.000007211336,0.00001341983,0.00003623939],"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":[0.002633468,0.0001696343,0.05048866,0.0009878419,0.0001689194,0.06542064,0.001299179,0.001410506,0.7618401,0.01497848,0.002934517,0.09766801],"study_design_scores_gemma":[0.0001738196,0.002398164,0.4885025,0.0003882615,0.0005715724,0.1203886,0.001579255,0.003422461,0.3113106,0.01205373,0.059064,0.0001470366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.869867,0.1181786,0.002078704,0.002002215,0.0002229594,0.00003672392,0.0002940323,0.0001403306,0.007179435],"genre_scores_gemma":[0.9772229,0.01994902,0.001087027,0.0001372589,0.0001354474,0.00002374425,0.0001631335,0.000008822811,0.001272556],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001103318,"threshold_uncertainty_score":0.003290653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115084376","doi":"10.15173/mumj.v17i1.2355","title":"geospatial analysis of pertussis and its risk factors in southern Ontario from 2005–2016","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poisson regression; Public health; Incidence (geometry); Demography; Whooping cough; Population; Geography; Geospatial analysis; Health geography; Context (archaeology); Rate ratio; Bordetella pertussis; Spatial epidemiology; Epidemiology; Environmental health; Medicine; Cartography; Vaccination; Health policy; Mathematics; Immunology; Biology; Pathology","authors":[{"name":"Taha Abdulhakim Elghamudi","is_ca":false},{"name":"Olaf Berke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01676724191133028,"gpt":0.2162318061559553,"spread":0.199464564244625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563871,0.000277784,0.000297794,0.002575112,0.001291953,0.0007687752,0.0006025342,0.0001636784,0.002213851],"category_scores_gemma":[0.002697345,0.0002300031,0.0007111813,0.007318454,0.0004942908,0.0002571483,0.001076849,0.0001883151,0.0002471949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960416,"about_ca_system_score_gemma":0.02560135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921553,"about_ca_topic_score_gemma":0.9955308,"domain_scores_codex":[0.9994466,0.00004197932,0.00004669182,0.00009104533,0.0002396231,0.0001341346],"domain_scores_gemma":[0.9982102,0.0001201577,0.0003770601,0.0001003957,0.0009878775,0.0002042872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183788,0.00001424592,0.9791551,0.0001726121,0.0001074809,0.0002388227,0.002285556,0.001655677,0.0004051242,0.0004155018,0.00532405,0.01010736],"study_design_scores_gemma":[0.000003615913,0.00000834991,0.9936388,0.00003422657,0.00002781292,0.00003739352,0.001307489,0.0007399347,0.00005042748,0.00003531546,0.004109186,0.000007500345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414543,0.0007830647,0.0007773814,0.0005548969,0.00002179813,0.0001427252,0.05031541,0.00007269931,0.005877785],"genre_scores_gemma":[0.9793468,0.0004840884,0.001093928,0.00003529231,0.000009698769,0.00008768506,0.01620537,0.00001531119,0.002721824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960416,"threshold_uncertainty_score":0.1422388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984475460","doi":"10.15173/mumj.v16i1.2017","title":"Early exposure to community service learning in the medical curriculum: A model for orientation week introduction","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Innovations in Medical Education","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":"University of Ottawa","funders":"University of Ottawa","keywords":"Service-orientation; Orientation (vector space); Service (business); Curriculum; Medical education; Public relations; Service-learning; Psychology; Medicine; Political science; Pedagogy; Business; Marketing","authors":[{"name":"Kaitlin Endres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047098407232793,"gpt":0.283703459343085,"spread":0.263232475270757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278296,0.0004520245,0.0001736372,0.0004349377,0.004838349,0.00587737,0.002938021,0.002353019,0.01910503],"category_scores_gemma":[0.001970576,0.0003748558,0.0006141973,0.0004389694,0.003188242,0.00241899,0.005691987,0.003030554,0.004576164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008815367,"about_ca_system_score_gemma":0.0222393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03932224,"about_ca_topic_score_gemma":0.1460062,"domain_scores_codex":[0.9975842,0.0007684609,0.00004118485,0.0002165405,0.0003977879,0.000991817],"domain_scores_gemma":[0.992725,0.0002609455,0.0001870167,0.0002119599,0.0003478349,0.006267244],"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":[0.0008379788,0.0229138,0.06008789,0.0007474317,0.00004117863,0.001708119,0.03607255,0.002552239,0.009024553,0.1186494,0.2399095,0.5074555],"study_design_scores_gemma":[0.0004410031,0.005240794,0.05341635,0.001142761,0.00007615764,0.001234069,0.03497313,0.004771417,0.004016406,0.01787095,0.876525,0.0002919031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4886016,0.0008818146,0.05038297,0.0906421,0.002837031,0.003594753,0.0004968213,0.001669895,0.3608929],"genre_scores_gemma":[0.792794,0.0009476829,0.06763195,0.01247572,0.0003828087,0.002181306,0.0003971446,0.0002416867,0.1229476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03932224,"threshold_uncertainty_score":0.07818675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043777714","doi":"10.15173/mumj.v16i1.2018","title":"An interactive after-school nutrition and culinary education program for primary school students: The evaluation and efficacy of changing food-related knowledge, attitudes and behaviour","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","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":true},"ca_institutions":"McGill University; McMaster University","funders":"McGill University","keywords":"McNemar's test; Bonferroni correction; Test (biology); Nutrition Education; Medicine; Psychology; Medical education; Gerontology","authors":[{"name":"Olivia Lovrics","is_ca":true},{"name":"Hugues Plourde","is_ca":true},{"name":"Mary Hendrickson","is_ca":true},{"name":"Beccah Frasier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01355767347116064,"gpt":0.3322828383248584,"spread":0.3187251648536977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133608,0.0006937968,0.0006485135,0.0005559119,0.0007303652,0.0003680735,0.0008359565,0.0006848746,0.003322437],"category_scores_gemma":[0.002069903,0.0003119254,0.0005407723,0.0002768275,0.0002961025,0.000336063,0.0007956196,0.0007113981,0.0005225108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179517,"about_ca_system_score_gemma":0.001155633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426822,"about_ca_topic_score_gemma":0.006688437,"domain_scores_codex":[0.9992924,0.0002648842,0.00004121632,0.0001336298,0.0000977075,0.0001702278],"domain_scores_gemma":[0.9983393,0.0004105407,0.0002129258,0.0001301144,0.0001286628,0.0007784592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.04655945,0.5127945,0.08860092,0.001074339,0.0004677567,0.0005006622,0.002719478,0.0008464445,0.01081586,0.00006820791,0.001521833,0.3340307],"study_design_scores_gemma":[0.01635687,0.3673249,0.6064456,0.0001167026,0.0004291336,0.0002014053,0.0006965077,0.0008231765,0.005238715,0.0000485192,0.002279459,0.00003904976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991093,0.00004159306,0.00007324948,0.00001961125,0.000008314733,0.0003768181,0.00006289799,0.00002096948,0.0002871481],"genre_scores_gemma":[0.9942076,0.0001780685,0.002113352,0.00009451151,0.00003442521,0.00149726,0.0003835992,0.000005463413,0.001485696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426822,"threshold_uncertainty_score":0.01111472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842508","doi":"10.15173/mumj.v21i1.3657","title":"Analysis of temporal saccade prediction in Parkinson’s Disease using video-based eye tracking","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Saccade; Parkinson's disease; Eye tracking; Computer science; Eye movement; Tracking (education); Artificial intelligence; Physical medicine and rehabilitation; Computer vision; Psychology; Medicine; Disease; Internal medicine","authors":[{"name":"Miranda K. Branyiczky","is_ca":true},{"name":"Stephen Soncin","is_ca":true},{"name":"Olivia G. Calancie","is_ca":true},{"name":"Donald C. Brien","is_ca":true},{"name":"Brian C. Coe","is_ca":true},{"name":"Douglas P. Munoz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02045789534175287,"gpt":0.2789943097409537,"spread":0.2585364143992009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004970618,0.0002854044,0.000280238,0.001060673,0.0001258357,0.000315945,0.0001649673,0.0002866914,0.0005380223],"category_scores_gemma":[0.001523215,0.00008067462,0.0001993079,0.0006904432,0.00009967887,0.0001867908,0.0001764331,0.0001653563,0.0001671842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868716,"about_ca_system_score_gemma":0.0001312383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005805969,"about_ca_topic_score_gemma":0.007566703,"domain_scores_codex":[0.9998189,0.00004578438,0.00002094978,0.00004524459,0.00005066999,0.00001855595],"domain_scores_gemma":[0.9992839,0.0002572834,0.0001820358,0.00004074581,0.0001944221,0.00004166595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004696789,0.0002010184,0.7017729,0.0002540507,0.000291843,0.0006158166,0.0007343648,0.003234365,0.1717873,0.0001745847,0.0003429659,0.115894],"study_design_scores_gemma":[0.00002230343,0.0005162774,0.9787667,0.00001408212,0.00007891386,0.0007502484,0.0001588564,0.01084571,0.008483347,0.00008372065,0.0002622004,0.00001776105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954302,0.000254755,0.003560642,0.000008005582,0.000003570079,0.00002651488,0.0003356191,0.00003755938,0.0003431996],"genre_scores_gemma":[0.9968089,0.0001061864,0.002408955,0.000004698245,0.000003405249,0.00002441872,0.0004179848,0.000005430577,0.0002198961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005805969,"threshold_uncertainty_score":0.01154435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114386970","doi":"10.15173/mumj.v17i1.2283","title":"Lateral vs. Supine Positioning for Femoral Intramedullary Nailing: A Systematic Review of Comparative Studies","year":2020,"lang":"en","type":"review","venue":"McMaster University Medical Journal","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Intramedullary rod; Supine position; Medicine; Surgery; Femoral shaft; Femur; Femoral neck; Femoral fracture; Internal medicine; Osteoporosis","authors":[{"name":"Mohamed Sarraj","is_ca":true},{"name":"Daniel Axelrod","is_ca":true},{"name":"Sarah Zhu","is_ca":true},{"name":"Herman Johal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.084864978034881,"gpt":0.3748379959596261,"spread":0.2899730179247452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02754063,0.001660375,0.01235242,0.01114337,0.0008333661,0.00390699,0.002259867,0.001922022,0.003945808],"category_scores_gemma":[0.1075716,0.001311398,0.0140748,0.01210427,0.001620682,0.003221189,0.002177852,0.001311197,0.0003093171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004470285,"about_ca_system_score_gemma":0.008492889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005419202,"about_ca_topic_score_gemma":0.01743206,"domain_scores_codex":[0.9661148,0.01250181,0.01506909,0.002032883,0.003829249,0.0004521133],"domain_scores_gemma":[0.895655,0.07721004,0.01855537,0.001754797,0.00612655,0.0006981373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005751903,0.00001426155,0.001491646,0.939972,0.04360252,0.00007226601,0.0002589216,0.00005477393,0.0001392352,0.0001318703,0.0003164005,0.01337087],"study_design_scores_gemma":[0.000747714,0.0003501847,0.006980267,0.6699932,0.3152882,0.0002810015,0.00049765,0.00009347517,0.0002294211,0.0003630092,0.00512103,0.00005475259],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003651157,0.994242,0.0003829926,0.0002229887,0.000106157,0.0006631317,0.0004562851,0.00001175036,0.0002634128],"genre_scores_gemma":[0.09271319,0.9004561,0.002547664,0.0009914519,0.0001402413,0.002341286,0.0006286355,0.00002253679,0.000158885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02754063,"threshold_uncertainty_score":0.1456506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984349473","doi":"10.15173/mumj.v16i1.2035","title":"Multiple Sclerosis: Unraveling the Neuropathology and Mechanisms of Neurodegeneration","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Natalizumab; Multiple sclerosis; Fingolimod; Medicine; Disease; Neuropathology; Clinical trial; Alemtuzumab; Immune system; Immunology; Bioinformatics; Transplantation; Pathology; Internal medicine; Biology","authors":[{"name":"Samantha Visva","is_ca":true},{"name":"John Paul Oliveria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04303137345320002,"gpt":0.2438523043879167,"spread":0.2008209309347167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002402405,0.001007152,0.00175234,0.00179564,0.0006131282,0.00353635,0.00139545,0.002482935,0.006432374],"category_scores_gemma":[0.001524805,0.0003190649,0.0007847822,0.001224806,0.002377602,0.008884097,0.002091143,0.00611649,0.002305521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450005,"about_ca_system_score_gemma":0.003781926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425154,"about_ca_topic_score_gemma":0.003792198,"domain_scores_codex":[0.99946,0.0001480435,0.00003956287,0.00009525105,0.0001855229,0.00007161083],"domain_scores_gemma":[0.9986993,0.0003758179,0.0001497605,0.000101922,0.0003962324,0.0002768888],"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":[0.0004920018,0.0002236038,0.003320115,0.009498347,0.0002155933,0.0009628064,0.0006267584,0.0008756372,0.0286539,0.03986725,0.0904891,0.8247748],"study_design_scores_gemma":[0.0001141658,0.0005651261,0.01154055,0.006749151,0.0002515395,0.003564733,0.001206091,0.002073029,0.005851677,0.1043923,0.8635623,0.0001294139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006472849,0.9293136,0.005001339,0.05110074,0.003079816,0.00003651906,0.000204229,0.0001970661,0.004593907],"genre_scores_gemma":[0.02662616,0.9419011,0.007307045,0.01203148,0.00661878,0.00005968467,0.0002307476,0.00005197476,0.005172899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006432374,"threshold_uncertainty_score":0.02151847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842687","doi":"10.15173/mumj.v21i1.3678","title":"Gallbladder perforation presenting with hemorrhagic shock: Two case reports and an approach to management","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Gallbladder; Hemorrhagic shock; Shock (circulatory); Medicine; General surgery; Perforation; Engineering; Surgery; Internal medicine; Mechanical engineering","authors":[{"name":"Janhavi Patel","is_ca":true},{"name":"Nathan How","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01220654140197701,"gpt":0.2564658157236548,"spread":0.2442592743216778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778631,0.003799784,0.001385904,0.006029494,0.004116013,0.004711546,0.00268405,0.008371863,0.00276032],"category_scores_gemma":[0.01383582,0.001975968,0.001809245,0.003470058,0.002888176,0.003041599,0.004566383,0.004879544,0.00144128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541341,"about_ca_system_score_gemma":0.001556708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105905,"about_ca_topic_score_gemma":0.003296542,"domain_scores_codex":[0.9960751,0.0007452196,0.0009952738,0.000475431,0.000538782,0.001170183],"domain_scores_gemma":[0.994342,0.00137905,0.001868896,0.000474444,0.0004859885,0.001449599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001428618,0.0004770784,0.06887051,0.000133109,0.00004326069,0.9198169,0.001550812,0.0002224744,0.0006920852,0.0005884747,0.001478545,0.005984003],"study_design_scores_gemma":[0.00003747032,0.0001622179,0.01062935,0.00006709194,0.00001924654,0.9858944,0.001274971,0.0001989501,0.000310441,0.0001717563,0.001187799,0.00004622569],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555146,0.01295294,0.005106003,0.006961221,0.001649561,0.0009832922,0.0003060765,0.0002298692,0.01629641],"genre_scores_gemma":[0.9777089,0.006171682,0.004910341,0.002788768,0.00621738,0.0003352194,0.000356959,0.00007600951,0.001434769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008371863,"threshold_uncertainty_score":0.01843888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114910253","doi":"10.15173/mumj.v17i1.2339","title":"The Natural History of Medical Waste","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Natural (archaeology); Natural history; Medical waste; Waste management; Environmental science; History; Engineering; Medicine; Archaeology; Internal medicine","authors":[{"name":"Yu Xia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02694629816677466,"gpt":0.2373809924564114,"spread":0.2104346942896367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01408355,0.0002446299,0.0005942055,0.001974287,0.00508457,0.009231176,0.001927132,0.01185537,0.009369454],"category_scores_gemma":[0.07512224,0.0005497034,0.001036753,0.002781372,0.02167657,0.009351891,0.003911001,0.01333398,0.001021883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042612,"about_ca_system_score_gemma":0.01283385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0222102,"about_ca_topic_score_gemma":0.03106858,"domain_scores_codex":[0.983499,0.009543058,0.001117064,0.00172055,0.002828031,0.001292287],"domain_scores_gemma":[0.9254361,0.05711933,0.005548198,0.003349111,0.006294047,0.002253219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000332282,0.00006186077,0.005183109,0.002009695,0.0001995403,0.00134571,0.01243021,0.0003698983,0.0002374631,0.5718623,0.3546472,0.05132083],"study_design_scores_gemma":[0.00005039305,0.00008051565,0.006259173,0.006765507,0.0000901945,0.001233011,0.009358437,0.0002282264,0.0005773662,0.1556629,0.8195733,0.0001209515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0047084,0.04801064,0.0006084963,0.9186133,0.009430675,0.00001292519,0.0003522008,0.00001369579,0.01824962],"genre_scores_gemma":[0.3289092,0.1166572,0.00154549,0.4779835,0.06106652,0.000166076,0.0003994548,0.0001734335,0.01309911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0222102,"threshold_uncertainty_score":0.07564712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167501016","doi":"10.15173/mumj.v18i1.2590","title":"rare presentation of autoimmune limbic encephalitis with anti-Yo antibodies: Case report","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Limbic encephalitis; Presentation (obstetrics); Medicine; Antibody; Immunology; Autoimmune encephalitis; Encephalitis; Virology; Autoantibody; Virus; Surgery","authors":[{"name":"Eva Liu","is_ca":false},{"name":"Janhavi Patel","is_ca":false},{"name":"Alicia Mattia","is_ca":true},{"name":"Han‐Oh Chung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01757456604191095,"gpt":0.2562864389764769,"spread":0.238711872934566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000361834,0.002491251,0.001457805,0.002217861,0.002707729,0.002217793,0.001370162,0.004646481,0.003669907],"category_scores_gemma":[0.002644501,0.001347532,0.001016431,0.001992126,0.001714488,0.002177812,0.002258701,0.00278476,0.001474109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158762,"about_ca_system_score_gemma":0.0008990737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271919,"about_ca_topic_score_gemma":0.002941716,"domain_scores_codex":[0.9991739,0.00009216432,0.0001026673,0.0001851805,0.0001093662,0.0003366909],"domain_scores_gemma":[0.9983078,0.0003792261,0.0005488771,0.0002027608,0.0001110895,0.0004502324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001649817,0.00002825955,0.00438208,0.00002519069,0.000006700157,0.9943334,0.00009466754,0.00002599167,0.0003030228,0.00007479198,0.0002049217,0.0005044572],"study_design_scores_gemma":[0.000006592652,0.00002026383,0.002082038,0.000007904817,0.000004943044,0.9974704,0.00005780991,0.00004399011,0.00007968073,0.00004562367,0.0001772761,0.000003460047],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963986,0.01000809,0.00215142,0.002072301,0.0003386096,0.0002277833,0.000312737,0.0002765728,0.02062648],"genre_scores_gemma":[0.9950529,0.001801173,0.0006227133,0.0005834712,0.0008168934,0.00002848314,0.00008945756,0.00001954142,0.0009854226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004646481,"threshold_uncertainty_score":0.01227713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117285827","doi":"10.15173/mumj.v17i1.2305","title":"systematic review of clinical decision rules used for diagnosing pulmonary embolism in the pediatric opulation","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Pulmonary embolism; CINAHL; Population; Cohort; Retrospective cohort study; Prospective cohort study; Cohort study; MEDLINE; Pediatrics; Intensive care medicine; Internal medicine","authors":[{"name":"April Liu","is_ca":true},{"name":"Laura Nguyen","is_ca":true},{"name":"Mohammed Hassan-Ali","is_ca":true},{"name":"April Kam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804868100224305,"gpt":0.3320816942442807,"spread":0.2840330132420377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01930501,0.002030285,0.008858823,0.01461982,0.0008548619,0.003491294,0.003023685,0.001841774,0.003951849],"category_scores_gemma":[0.1326474,0.001276788,0.01016407,0.0108889,0.001077916,0.003353858,0.001445573,0.001617648,0.0003499278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006055995,"about_ca_system_score_gemma":0.01638897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205412,"about_ca_topic_score_gemma":0.02767618,"domain_scores_codex":[0.9708074,0.01141305,0.01166012,0.001533843,0.004172811,0.0004127786],"domain_scores_gemma":[0.8705989,0.1068795,0.01481997,0.001145514,0.006076802,0.0004794082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002211513,0.00001552244,0.00139552,0.9383789,0.01073713,0.00008239883,0.0001882063,0.0002366915,0.00005835072,0.0003041768,0.001579996,0.04680185],"study_design_scores_gemma":[0.0003498407,0.0001427308,0.003349365,0.9320816,0.04955781,0.0003078333,0.0002327209,0.0002556629,0.0001716601,0.0003773454,0.01312471,0.00004871187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001629987,0.9951969,0.0004444254,0.0004182734,0.0001672218,0.0007971404,0.0008367175,0.00001789535,0.0004914151],"genre_scores_gemma":[0.03434249,0.9580599,0.004359576,0.0007961625,0.0001391119,0.001334799,0.0008238369,0.00001185661,0.0001322295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01930501,"threshold_uncertainty_score":0.1020958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987492642","doi":"10.15173/mumj.v16i1.2016","title":"Do socioeconomic factors and primary care model affect early breast cancer diagnosis in a cohort of breast cancer patients in an urban Canadian centre?","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton Health Sciences; Juravinski Hospital; Juravinski Cancer Centre; Impact; McMaster University","funders":"","keywords":"Medicine; Breast cancer; Socioeconomic status; Cohort; Asymptomatic; Odds ratio; Cancer; Breast cancer screening; Logistic regression; Family history; Stage (stratigraphy); Confidence interval; Cohort study; Gynecology; Demography; Pediatrics; Internal medicine; Population; Mammography; Environmental health","authors":[{"name":"Jennifer Li","is_ca":true},{"name":"Sylvie D. Cornacchi","is_ca":true},{"name":"Forough Farrokhyar","is_ca":true},{"name":"Shawn Forbes","is_ca":true},{"name":"Susan Reid","is_ca":true},{"name":"Nicole Hodgson","is_ca":true},{"name":"Sarah Lovrics","is_ca":true},{"name":"Kristen Lucibello","is_ca":true},{"name":"Peter Lovrics","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01521445726303725,"gpt":0.2447927598453588,"spread":0.2295783025823215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004694604,0.0002747602,0.0003098776,0.0008254423,0.001747615,0.001154573,0.0008248417,0.0006102819,0.002120101],"category_scores_gemma":[0.002303825,0.0002579095,0.0005740969,0.001844003,0.0005219064,0.0004121733,0.0005966179,0.0006946291,0.0001996762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371063,"about_ca_system_score_gemma":0.007803872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8803722,"about_ca_topic_score_gemma":0.9124027,"domain_scores_codex":[0.9992937,0.000057792,0.00003641115,0.0001082092,0.0001868123,0.0003170368],"domain_scores_gemma":[0.998867,0.00008852551,0.0003613069,0.00004369698,0.0002406187,0.0003988318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001921071,0.0000175645,0.9991965,0.000003414096,0.00001828875,0.00003095212,0.00008410963,0.00001460815,0.00002156366,0.00001152495,0.0001391784,0.0004432173],"study_design_scores_gemma":[0.000001758664,0.00001072078,0.999496,0.000005007044,0.000007715124,0.00003314891,0.0002638746,0.00006794079,0.000005666759,0.000007073168,0.00009836275,0.000002606762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978881,0.0002523052,0.00002313926,0.0002997242,0.000007055946,0.00001103332,0.0007868895,0.000002646724,0.0007290786],"genre_scores_gemma":[0.999108,0.0001300308,0.00003447928,0.00006618731,0.000005625207,0.000005005453,0.0005013571,0.000001152995,0.0001481579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1196278,"threshold_uncertainty_score":0.2406645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113937983","doi":"10.15173/mumj.v17i1.2298","title":"Indolent T-cell lymphoproliferative disorder of the gastrointestinal tract managed conservatively with corticosteroids","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brantford Energy (Canada); McMaster University","funders":"","keywords":"Esophagogastroduodenoscopy; Medicine; Duodenum; Nausea; Gastrointestinal tract; Gastroenterology; Abdominal pain; Diarrhea; Internal medicine; Lymphoma; Pathology; Endoscopy","authors":[{"name":"Tyler McKechnie","is_ca":false},{"name":"Haroon Yousuf","is_ca":true},{"name":"Stephen Somerton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01457143103205267,"gpt":0.2116443341013186,"spread":0.1970729030692659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000204556,0.0006576336,0.0006403152,0.0008654885,0.001552183,0.0004111406,0.0005824519,0.001264253,0.000926271],"category_scores_gemma":[0.001140051,0.0002040725,0.0003656048,0.0006363437,0.0005214218,0.0005145486,0.0003126739,0.001588283,0.0004021429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270981,"about_ca_system_score_gemma":0.0009415685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383195,"about_ca_topic_score_gemma":0.01127603,"domain_scores_codex":[0.9997854,0.00002322338,0.00002529456,0.00004014427,0.00005593042,0.00007008119],"domain_scores_gemma":[0.9995996,0.00008224441,0.00005089106,0.00003145541,0.00004163661,0.0001941897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008220533,0.001087202,0.04024587,0.000258639,0.00008313299,0.8931766,0.0004955458,0.0009481631,0.0119606,0.0009491691,0.004998068,0.04497503],"study_design_scores_gemma":[0.0007625278,0.005729653,0.1077658,0.0005461066,0.0001849085,0.8510269,0.0005864115,0.005982535,0.00415588,0.001820683,0.02135586,0.00008263882],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259664,0.02082412,0.00361644,0.01167759,0.001112502,0.0006349898,0.0002863416,0.0005306682,0.03535107],"genre_scores_gemma":[0.9839703,0.004768622,0.001210259,0.003888261,0.001000653,0.00007072862,0.0001909554,0.0000180258,0.004882058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003383195,"threshold_uncertainty_score":0.00672698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842711","doi":"10.15173/mumj.v21i1.3708","title":"First Canadian Case of Moraxella Osloensis Meningitis","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Moraxella; Meningitis; Microbiology; Medicine; Biology; Virology; Pediatrics; Bacteria; Genetics","authors":[{"name":"Sajine Sathiaselan","is_ca":true},{"name":"Nicole Asamoah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008728726805070934,"gpt":0.2343198309658764,"spread":0.2255911041608055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927725,0.001246702,0.0008296157,0.002388913,0.007416394,0.001675627,0.001148415,0.003018462,0.00783741],"category_scores_gemma":[0.002215027,0.0006972326,0.0005993456,0.00283562,0.001229668,0.0009533282,0.001642931,0.002386553,0.001141804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230204,"about_ca_system_score_gemma":0.01740838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6410151,"about_ca_topic_score_gemma":0.8292513,"domain_scores_codex":[0.9990675,0.00004524966,0.00005814018,0.0001418841,0.0002780721,0.0004091543],"domain_scores_gemma":[0.9987673,0.0001096285,0.0002090616,0.00004937442,0.0003529454,0.0005117616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000120131,0.00012878,0.03722123,0.0001977189,0.00003611496,0.9274741,0.002934148,0.0001947599,0.001952072,0.00128687,0.01185119,0.01660293],"study_design_scores_gemma":[0.0000490349,0.0001468966,0.03827237,0.0002706363,0.0000517314,0.9173815,0.005225631,0.0003467924,0.0006933504,0.0004057137,0.03707257,0.00008377447],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8177345,0.01237159,0.001519769,0.01451421,0.001117549,0.0004099112,0.00262452,0.000270136,0.1494378],"genre_scores_gemma":[0.9731401,0.005969863,0.001546903,0.005687063,0.0006345273,0.00003973183,0.0004930495,0.0000841691,0.01240449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3589849,"threshold_uncertainty_score":0.722198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035255910","doi":"10.15173/mumj.v16i1.2020","title":"Is There a Limit to Human Life Expectancy?","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Life expectancy; Prosperity; Welfare; Pension; Expectancy theory; Psychology; Economics; Political science; Sociology; Economic growth; Social psychology; Demography; Population; Law","authors":[{"name":"Alexander Ryan Levesque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02512626530271011,"gpt":0.2819645083078005,"spread":0.2568382430050903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008723048,0.0005083891,0.001558021,0.001373737,0.002412776,0.005870362,0.003513506,0.01224336,0.003158274],"category_scores_gemma":[0.03266543,0.0002746772,0.0006997702,0.001175073,0.02602556,0.01017022,0.002631179,0.01473711,0.001050359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248024,"about_ca_system_score_gemma":0.004403829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065653,"about_ca_topic_score_gemma":0.00986391,"domain_scores_codex":[0.9930963,0.003036668,0.0004793379,0.00128229,0.001691417,0.0004140229],"domain_scores_gemma":[0.9770012,0.01851797,0.001528231,0.0004688974,0.001927661,0.0005559837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001486539,0.0000406289,0.003623159,0.001428735,0.0001079703,0.0008280927,0.006574193,0.0005086617,0.0002694383,0.7091824,0.1924925,0.08479552],"study_design_scores_gemma":[0.00002365166,0.00007607333,0.00374266,0.003503761,0.00004869942,0.0005253961,0.005262305,0.0004006893,0.000195776,0.5176089,0.4685277,0.00008437528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00135436,0.06591301,0.0009671697,0.9200429,0.007013802,0.000003305409,0.00004361586,0.000009627562,0.004652207],"genre_scores_gemma":[0.1347331,0.1875424,0.00171101,0.5758841,0.09589096,0.0000664394,0.0001112682,0.00005297961,0.00400765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01224336,"threshold_uncertainty_score":0.04613245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842560","doi":"10.15173/mumj.v21i1.3701","title":"Two-Spirit Health in Canada","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"History; Political science; Genealogy","authors":[{"name":"Jordan Pepper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0345506353477061,"gpt":0.393450587578877,"spread":0.3588999522311709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723904,0.0002668748,0.0003212677,0.0007794559,0.02536041,0.005975822,0.001101604,0.002193448,0.01031238],"category_scores_gemma":[0.003066226,0.0002224089,0.0003087473,0.00191756,0.008540493,0.001654479,0.005066698,0.005603438,0.0003819684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1082884,"about_ca_system_score_gemma":0.3046506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936906,"about_ca_topic_score_gemma":0.9965576,"domain_scores_codex":[0.9967598,0.0002887836,0.00004033669,0.0001869859,0.0008089233,0.001915143],"domain_scores_gemma":[0.9956691,0.0002761564,0.0001291015,0.00006770706,0.0009579743,0.002899928],"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":[0.00009378528,0.0001123182,0.01351286,0.0002953401,0.00001844003,0.00183143,0.05948598,0.0004803246,0.0005545532,0.6991113,0.13164,0.09286366],"study_design_scores_gemma":[0.00004417199,0.00005014639,0.02416302,0.0005478731,0.00001259901,0.0003437757,0.05220636,0.000434362,0.0002615837,0.0179345,0.9039042,0.00009744625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2021958,0.01486287,0.002274872,0.2225595,0.003205425,0.0001747875,0.0008006803,0.0001420418,0.553784],"genre_scores_gemma":[0.8683342,0.006735059,0.00139492,0.02942448,0.0001873662,0.00006038327,0.0002530287,0.0000712135,0.09353941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8917116,"threshold_uncertainty_score":0.7856911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116528561","doi":"10.15173/mumj.v17i1.2340","title":"Atypical euthyroid presentation of Steroid Responsive Encephalopathy with Associated Thyroiditis","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Health Authority; Cape Breton Regional Hospital; McMaster University","funders":"","keywords":"Medicine; Euthyroid; Encephalopathy; Autoimmune thyroiditis; Thyroiditis; Neurocognitive; Pediatrics; Presentation (obstetrics); Disease; Internal medicine; Thyroid; Surgery; Cognition; Psychiatry","authors":[{"name":"Vineeth Bhogadi","is_ca":true},{"name":"Arlene Kelly-Wiggins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02020500260425781,"gpt":0.2306658724851754,"spread":0.2104608698809176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001937053,0.001180742,0.0006892456,0.001264336,0.001317478,0.000928772,0.000907842,0.001583475,0.004729267],"category_scores_gemma":[0.001474808,0.000441534,0.0004150771,0.00133237,0.001151509,0.001020496,0.0009932176,0.001477174,0.0009577328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468008,"about_ca_system_score_gemma":0.001019338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007260956,"about_ca_topic_score_gemma":0.008923179,"domain_scores_codex":[0.9996505,0.0000329321,0.00004661565,0.00007837026,0.00004777388,0.0001438866],"domain_scores_gemma":[0.9992661,0.0001496776,0.0001864512,0.00003848349,0.0000436656,0.0003155599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006315525,0.00002246497,0.0120983,0.00003336002,0.000005893421,0.9852346,0.00009657747,0.00005472068,0.0008318261,0.0001690295,0.0003958671,0.0009943836],"study_design_scores_gemma":[0.0000271633,0.00009170875,0.01968517,0.00003404323,0.0000105884,0.9786137,0.0001785286,0.0002543744,0.0002536675,0.0003406846,0.0004971658,0.00001328601],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582763,0.003556221,0.00118553,0.003109884,0.0002634484,0.000151493,0.0004094412,0.000183084,0.03286467],"genre_scores_gemma":[0.9972998,0.000438643,0.0002436821,0.0006558411,0.0002802582,0.000008855338,0.00007520436,0.000009256104,0.0009885742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007260956,"threshold_uncertainty_score":0.01582098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113911455","doi":"10.15173/mumj.v17i1.2354","title":"Ceteris Paribus: An Epistemological Error with Ethical Consequences","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Ceteris paribus; Harm; Placebo; Epistemology; Psychology; Philosophy; Social psychology; Medicine; Alternative medicine","authors":[{"name":"Chris Arsenault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06403586065330302,"gpt":0.290303235286556,"spread":0.226267374633253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08967355,0.0009105019,0.001890755,0.002322295,0.003486683,0.007374948,0.003951586,0.01552525,0.007127794],"category_scores_gemma":[0.2643048,0.0007336651,0.001043178,0.001976115,0.04651622,0.01557269,0.006081749,0.02494605,0.002890008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250223,"about_ca_system_score_gemma":0.004558244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736686,"about_ca_topic_score_gemma":0.00105677,"domain_scores_codex":[0.9250897,0.0351734,0.007202125,0.01091625,0.01988091,0.001737576],"domain_scores_gemma":[0.8342019,0.1197992,0.0106053,0.02000909,0.01367917,0.001705277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001638222,0.00003883903,0.0005403613,0.0003193284,0.00008018659,0.0002354398,0.003077914,0.0002111838,0.0002786456,0.9394687,0.03643342,0.01915223],"study_design_scores_gemma":[0.00007468514,0.0000156136,0.0002266229,0.0003617777,0.00002955366,0.0002760976,0.0005931289,0.0007632832,0.0003921947,0.9509121,0.04632266,0.00003225579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00710413,0.003716869,0.1068296,0.8150172,0.01822272,0.0001926565,0.0003054379,0.0002208341,0.04839051],"genre_scores_gemma":[0.5204764,0.003833695,0.115188,0.3187553,0.02540613,0.00121749,0.0001956463,0.000400546,0.01452677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08967355,"threshold_uncertainty_score":0.4742447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842514","doi":"10.15173/mumj.v21i1.3631","title":"Short Scientific Review of Oropharyngeal Squamous Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Basal cell; Medicine; Oncology; Pathology; Internal medicine","authors":[{"name":"Parth Arora","is_ca":true},{"name":"Aditya Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201961945860933,"gpt":0.2728004903186029,"spread":0.2526042957325096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132002,0.0009733764,0.001655531,0.006251086,0.0007246611,0.001984944,0.001560349,0.002038375,0.03472045],"category_scores_gemma":[0.007183915,0.0003193375,0.001108965,0.005061708,0.0005696868,0.002734165,0.0009737306,0.002399781,0.01306546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214669,"about_ca_system_score_gemma":0.003708319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817115,"about_ca_topic_score_gemma":0.002115691,"domain_scores_codex":[0.9989831,0.0001757847,0.0002437107,0.0001819562,0.0003507303,0.00006474285],"domain_scores_gemma":[0.9951971,0.00163513,0.0005168011,0.0001382522,0.002144419,0.0003682302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001411429,0.00004754251,0.0004292893,0.03003587,0.0001012354,0.0004006023,0.0001087424,0.0001718297,0.0005488053,0.002937287,0.351004,0.6140736],"study_design_scores_gemma":[0.000009793925,0.00003911962,0.0006644063,0.007750371,0.00009732793,0.001098134,0.00005511934,0.00003043244,0.00009230523,0.001044823,0.9891025,0.00001575139],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002480573,0.9633361,0.0003678496,0.00617935,0.02029445,0.00005554,0.0004857896,0.00005898826,0.008973863],"genre_scores_gemma":[0.001588799,0.9724816,0.0004587913,0.00316812,0.01721065,0.00004747476,0.0007132214,0.00002416509,0.004307098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03472045,"threshold_uncertainty_score":0.1161515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990471795","doi":"10.15173/mumj.v16i1.2021","title":"Novel evidence depicting adverse long-term outcomes linked to tonsillectomy: a spotlight on overtreatment","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Tonsillectomy; Psychological intervention; Adverse effect; Quality of life (healthcare); Perioperative; Obstructive sleep apnea; Evidence-based medicine; Pediatrics; Surgery; Alternative medicine; Nursing; Internal medicine","authors":[{"name":"Kashyap Patel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04826274198150578,"gpt":0.3203712191348418,"spread":0.2721084771533361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01478334,0.001119941,0.003292687,0.005525021,0.001843595,0.004351638,0.003628533,0.009843143,0.005276036],"category_scores_gemma":[0.137345,0.0007466919,0.004050855,0.005483525,0.003439071,0.004297559,0.001912092,0.01255984,0.001078743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006336315,"about_ca_system_score_gemma":0.01819305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181588,"about_ca_topic_score_gemma":0.04525201,"domain_scores_codex":[0.9825341,0.006925134,0.004594277,0.0009607947,0.004436211,0.0005495013],"domain_scores_gemma":[0.7918057,0.1619903,0.01387418,0.001512831,0.02848778,0.002329141],"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":[0.0004600204,0.00005301655,0.004092353,0.07491247,0.002687921,0.00254175,0.001492128,0.0006423519,0.000581132,0.01433418,0.6939118,0.2042909],"study_design_scores_gemma":[0.0002125532,0.0001848058,0.00700929,0.1901809,0.003699157,0.001937748,0.001049465,0.0003929121,0.0004118457,0.01695851,0.7777951,0.0001676541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008401908,0.562719,0.0006452529,0.3670601,0.06379348,0.00007457331,0.0005902783,0.00003661493,0.004240516],"genre_scores_gemma":[0.01466927,0.6104493,0.001604757,0.2530186,0.1174381,0.0001406364,0.000343187,0.00004614262,0.002289926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02181588,"threshold_uncertainty_score":0.0781827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166697709","doi":"10.15173/mumj.v18i1.2578","title":"High-Dose Steroids and Pentoxifylline in Methanol Induced Optic Neuropathy: A Case Report and Review of the Literature","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Pentoxifylline; Optic neuropathy; Methanol; Medicine; Methanol poisoning; Pharmacology; Ophthalmology; Chemistry; Optic nerve; Organic chemistry","authors":[{"name":"Keean Nanji","is_ca":true},{"name":"Alex Pozdnyakov","is_ca":true},{"name":"Teresa Semalulu","is_ca":true},{"name":"Ameen Patel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01781813631401111,"gpt":0.2599587886460428,"spread":0.2421406523320317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056807,0.001470981,0.001197774,0.003124838,0.001280853,0.002065519,0.001524993,0.005034272,0.003353896],"category_scores_gemma":[0.001296801,0.0007091293,0.001063294,0.003166775,0.001862349,0.00287346,0.0009616337,0.001675079,0.001651838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009421419,"about_ca_system_score_gemma":0.0006628114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045472,"about_ca_topic_score_gemma":0.001656617,"domain_scores_codex":[0.9994422,0.00006784603,0.0001291077,0.00009113467,0.0001045021,0.0001651816],"domain_scores_gemma":[0.9989755,0.0003800161,0.0003732686,0.00007522159,0.00006961593,0.0001263454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000177514,0.0000300028,0.001680764,0.0002607316,0.00001576818,0.9932243,0.00008544279,0.00004160001,0.000598383,0.0001073587,0.000539302,0.003398608],"study_design_scores_gemma":[0.000005974476,0.00003143895,0.002552956,0.00007620487,0.0000358605,0.9936924,0.0002182843,0.00007415297,0.0003942834,0.0001358316,0.002771907,0.00001073454],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.516766,0.4241303,0.004680226,0.006840502,0.002479664,0.0002242335,0.0004318159,0.0003827961,0.04406448],"genre_scores_gemma":[0.8801734,0.105983,0.001698983,0.002251009,0.004134312,0.00003983751,0.0001730337,0.00004340526,0.005503032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034272,"threshold_uncertainty_score":0.01121992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117152868","doi":"10.15173/mumj.v17i1.2347","title":"Universal Vaccines against Influenza Viruses: Overview of the Past, Present, and Prospective","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Sore throat; Medicine; Virus; Headaches; Vaccination; Virology; Transmission (telecommunications); Intensive care medicine; Respiratory tract infections; Immunology; Respiratory system; Internal medicine","authors":[{"name":"Yonathan Agung","is_ca":true},{"name":"Hannah D. Stacey","is_ca":true},{"name":"Michael R. D’Agostino","is_ca":true},{"name":"Ali Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1023906282497396,"gpt":0.3386100956051928,"spread":0.2362194673554532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003650946,0.0007756848,0.0007701739,0.002252216,0.0003541511,0.00138199,0.0008330398,0.001420669,0.004204178],"category_scores_gemma":[0.002275384,0.000444744,0.0005182652,0.001733496,0.0004956037,0.00321052,0.001089233,0.002010672,0.001212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254886,"about_ca_system_score_gemma":0.002636765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577361,"about_ca_topic_score_gemma":0.004885691,"domain_scores_codex":[0.9992292,0.0001997981,0.0001222858,0.00006856619,0.0002661273,0.0001139773],"domain_scores_gemma":[0.9987135,0.000445531,0.0002202493,0.00003356429,0.0003094281,0.0002777142],"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":[0.0002350877,0.0002045532,0.001288717,0.007811287,0.00005378361,0.0001034739,0.0001032298,0.0002727338,0.001851785,0.003673366,0.02935972,0.9550422],"study_design_scores_gemma":[0.0000397171,0.0008552558,0.002740569,0.007148465,0.0001011771,0.0006467449,0.0001255369,0.000146438,0.0007099149,0.001460273,0.9860067,0.0000192489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005517246,0.9934573,0.0003326743,0.002694637,0.0004722311,0.00003084618,0.00006516997,0.00001708426,0.002378491],"genre_scores_gemma":[0.002601254,0.9929639,0.001281412,0.001363847,0.0006352235,0.00005066003,0.00009432039,0.000007224484,0.001002151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004204178,"threshold_uncertainty_score":0.01930827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117015731","doi":"10.15173/mumj.v17i1.2342","title":"Float or sink: a solution to the resident burn-out crisis?","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Conversation; Argument (complex analysis); Work (physics); Patient care; Psychology; Medicine; Medical education; Nursing; Public relations; Political science; Engineering","authors":[{"name":"Candice Luo","is_ca":true},{"name":"George Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03642615669043189,"gpt":0.2741982325848907,"spread":0.2377720758944588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005549314,0.0009792271,0.0009443806,0.0008725792,0.009253182,0.006415327,0.003982889,0.01029073,0.02996912],"category_scores_gemma":[0.02711503,0.000468917,0.0009821745,0.0007282204,0.006870965,0.009687749,0.008663458,0.0155801,0.007757868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799437,"about_ca_system_score_gemma":0.01103236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495792,"about_ca_topic_score_gemma":0.01185584,"domain_scores_codex":[0.9958131,0.001978609,0.0002100983,0.0004047719,0.0007973785,0.0007960545],"domain_scores_gemma":[0.9902745,0.002524575,0.001025156,0.0003003906,0.002212205,0.003663069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001486856,0.000310576,0.002406559,0.002024455,0.00005601405,0.002121655,0.01888596,0.0001540903,0.0002894273,0.008850195,0.7927112,0.1720411],"study_design_scores_gemma":[0.0001004131,0.0005719285,0.002701946,0.007887256,0.0001026677,0.004734554,0.07417477,0.0006044348,0.0004398749,0.0237659,0.884773,0.00014334],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01323581,0.03613101,0.002527157,0.902797,0.02121244,0.0001302481,0.0001221433,0.0003818565,0.02346243],"genre_scores_gemma":[0.2087339,0.0777407,0.01174749,0.6141341,0.02714965,0.0006175082,0.000410856,0.0006897434,0.05877622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02996912,"threshold_uncertainty_score":0.1002567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034608330","doi":"10.15173/mumj.v16i1.2184","title":"McMaster University Medical Journal, Volume 16","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Volume (thermodynamics); Library science; Medicine; Medical education; Computer science","authors":[{"name":"A. B. Holland","is_ca":true},{"name":"Amir H. Safavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02417686199099509,"gpt":0.186552839465587,"spread":0.162375977474592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007569618,0.001492375,0.00120521,0.006714467,0.001542663,0.004667448,0.001339335,0.002076491,0.397283],"category_scores_gemma":[0.005577167,0.0008347084,0.000859497,0.005345786,0.001034848,0.0009134588,0.001506705,0.00201872,0.182137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005076522,"about_ca_system_score_gemma":0.01060795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07881199,"about_ca_topic_score_gemma":0.2748573,"domain_scores_codex":[0.9988182,0.00008523161,0.0001268345,0.0001078805,0.000649298,0.0002125665],"domain_scores_gemma":[0.9963375,0.0003468004,0.0001616501,0.0002538258,0.001423171,0.00147712],"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":[0.00003925549,0.00001198347,0.0002489675,0.0001082577,0.000007740916,0.00005034202,0.000008184492,0.00002480019,0.00006407181,0.0003267588,0.9801655,0.01894404],"study_design_scores_gemma":[0.0000446072,0.00001607649,0.00420079,0.000237081,0.00001618827,0.0002043195,0.00003319598,0.00002929923,0.00006034225,0.0004806893,0.9946651,0.00001221773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00301602,0.08808896,0.0003504828,0.06116445,0.07683218,0.0002385194,0.01964514,0.001010774,0.7496535],"genre_scores_gemma":[0.006748391,0.03381102,0.0004482781,0.01027244,0.01957832,0.00005713578,0.004941769,0.0002877326,0.923855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6027169,"threshold_uncertainty_score":0.8597026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042848377","doi":"10.15173/mumj.v16i1.2027","title":"Resource stewardship in Canadian undergraduate medical education","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Stewardship (theology); Resource (disambiguation); Directive; Medical education; Health care; Healthcare system; Business; Psychology; Medicine; Knowledge management; Public relations; Political science; Computer science","authors":[{"name":"Sahil Sharma","is_ca":true},{"name":"Matthew P. Rowe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2366963954650403,"gpt":0.4480791640794611,"spread":0.2113827686144208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004808794,0.0002104963,0.0002061943,0.001304412,0.008629255,0.003754873,0.001308708,0.001601694,0.007347218],"category_scores_gemma":[0.0126626,0.0003436129,0.0002407064,0.001687672,0.003318119,0.0009082305,0.003730391,0.002940314,0.0004099288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07368182,"about_ca_system_score_gemma":0.2754752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8511826,"about_ca_topic_score_gemma":0.9592617,"domain_scores_codex":[0.9949008,0.0006610421,0.0001281192,0.0002152877,0.001968432,0.002126315],"domain_scores_gemma":[0.962963,0.001286648,0.0009819157,0.0003305469,0.00523897,0.02919883],"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":[0.0001827777,0.001545171,0.1392241,0.0007642817,0.00003954439,0.0009275932,0.02070327,0.001330973,0.002003907,0.03753796,0.2917434,0.5039971],"study_design_scores_gemma":[0.00008191758,0.0004590287,0.4860275,0.001347232,0.00003223425,0.0006533789,0.023848,0.001473689,0.001191681,0.008647441,0.4760703,0.0001675302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4750721,0.01166321,0.001845438,0.3547586,0.002890059,0.0004406736,0.0004341499,0.0002139291,0.1526819],"genre_scores_gemma":[0.9568714,0.004414806,0.003301681,0.01747443,0.0002881584,0.00004829693,0.0001679582,0.00003051938,0.0174028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9263182,"threshold_uncertainty_score":0.5346015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115706535","doi":"10.15173/mumj.v17i1.2321","title":"Hamilton Deadlift: A Reduction Technique for Challenging Posterior Hip Dislocations","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Reduction (mathematics); Joint (building); Computer science; Mathematics; Engineering; Structural engineering; Geometry","authors":[{"name":"Taylor Woolnough","is_ca":true},{"name":"Gwendolyn Lovsted","is_ca":true},{"name":"Colby Oitment","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02881853813580337,"gpt":0.2525833242216695,"spread":0.2237647860858661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003970331,0.001255145,0.0005774106,0.001850639,0.001062919,0.0007905693,0.001109486,0.00125881,0.002657939],"category_scores_gemma":[0.001273424,0.0006463021,0.0009018596,0.0007524911,0.001417725,0.0009510267,0.002003837,0.001584456,0.001594194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023889,"about_ca_system_score_gemma":0.00126601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003490844,"about_ca_topic_score_gemma":0.01395697,"domain_scores_codex":[0.998947,0.00008159404,0.00009051486,0.000112982,0.0005837609,0.0001842877],"domain_scores_gemma":[0.9996024,0.00009018956,0.000104512,0.00005520001,0.0000399437,0.0001078348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006434531,0.0003778948,0.01455586,0.000683709,0.0001863516,0.05521437,0.001469261,0.000806787,0.06760781,0.002357817,0.02515438,0.8309423],"study_design_scores_gemma":[0.0002868558,0.003572986,0.03848012,0.0001829745,0.0001922273,0.8397815,0.0005126717,0.004345618,0.02711999,0.001525472,0.08364841,0.0003511853],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555812,0.01652626,0.2523355,0.01169423,0.003473179,0.001060501,0.0005763447,0.005878311,0.05287453],"genre_scores_gemma":[0.8816086,0.004173695,0.09778858,0.002289768,0.001163375,0.0001025319,0.0003052072,0.0004998662,0.01206833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003490844,"threshold_uncertainty_score":0.008891702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253409122","doi":"10.15173/mumj.v17i1.2567","title":"From the Editors","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Qualitative Research Methods and Ethics","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":"McMaster University","funders":"","keywords":"Computer science","authors":[{"name":"Aadil Bharwani","is_ca":true},{"name":"Sarah Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1721241761476348,"gpt":0.4305294700096459,"spread":0.2584052938620111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004392999,0.001354502,0.001190247,0.002286969,0.002473456,0.007604077,0.002746782,0.008287913,0.1673182],"category_scores_gemma":[0.05102084,0.0006994955,0.0009625189,0.001184673,0.001334724,0.003526884,0.003611911,0.009343237,0.1119704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266864,"about_ca_system_score_gemma":0.004445549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437595,"about_ca_topic_score_gemma":0.00326224,"domain_scores_codex":[0.9944897,0.001097632,0.0005117407,0.0007002755,0.002720282,0.0004803159],"domain_scores_gemma":[0.9682321,0.00661752,0.001820622,0.001512547,0.01643624,0.005380955],"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":[0.00001081827,0.000004241649,0.00002203078,0.00007526961,0.0000023393,0.00003279314,0.00001301498,0.000005641023,0.00002911852,0.000218684,0.9933421,0.00624402],"study_design_scores_gemma":[0.00001027443,0.000007262923,0.00008013302,0.0001284424,0.000004608914,0.00009845707,0.0000386829,0.00001443343,0.0000445375,0.0002696663,0.9992977,0.000005668866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001267724,0.005853689,0.0002357769,0.1571171,0.8160483,0.00008643567,0.0002189088,0.0001267125,0.02018638],"genre_scores_gemma":[0.002125862,0.006717709,0.0003473831,0.193066,0.5070687,0.0002526439,0.0003018024,0.0002020484,0.2899178],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1673182,"threshold_uncertainty_score":0.5597351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171782864","doi":"10.15173/mumj.v18i1.2589","title":"need for universal hepatitis C screening in incarcerated populations","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Virology; Medicine; Biology","authors":[{"name":"James H. Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06757672551272632,"gpt":0.3215851496359815,"spread":0.2540084241232552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002980282,0.0001770381,0.000568506,0.0005937684,0.002552462,0.001792839,0.001209763,0.00305332,0.01404609],"category_scores_gemma":[0.02030937,0.0001932848,0.0005508271,0.0004189778,0.002204568,0.002093978,0.003056605,0.00475926,0.0006946854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004852344,"about_ca_system_score_gemma":0.03863572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207185,"about_ca_topic_score_gemma":0.1861009,"domain_scores_codex":[0.9972202,0.0005205542,0.0001731244,0.0002531427,0.0006470666,0.001186022],"domain_scores_gemma":[0.9825287,0.003083263,0.001344962,0.0005374526,0.003395633,0.009110061],"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":[0.0002818221,0.0006671624,0.1789623,0.002039482,0.00009212343,0.002822774,0.004148236,0.0004903216,0.003104497,0.02369599,0.317845,0.4658502],"study_design_scores_gemma":[0.0002756517,0.001071493,0.6591005,0.009351977,0.0002348962,0.00671942,0.02091528,0.001444878,0.001998035,0.0213057,0.2773829,0.0001992424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1224193,0.008237038,0.001929466,0.8266376,0.003169207,0.0002528355,0.0004212476,0.0004432603,0.0364901],"genre_scores_gemma":[0.769691,0.008523976,0.006393174,0.2036176,0.002563959,0.000291727,0.0004687668,0.00006774268,0.008382002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1207185,"threshold_uncertainty_score":0.2400317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995655124","doi":"10.15173/mumj.v16i1.2026","title":"A case of concurrent Kikuchi-Fujimoto Disease and Neuropsychiatric Lupus in a Patient with Rheumatoid Arthritis and Systemic Lupus Erythematosus Overlap Syndrome","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lymph node biopsy; Systemic lupus erythematosus; Rheumatoid arthritis; Dermatology; Biopsy; Disease; Pathology; Immunology","authors":[{"name":"Tessa Campbell","is_ca":true},{"name":"Iwona Auer","is_ca":true},{"name":"Liam Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005130878723859273,"gpt":0.1937460320331707,"spread":0.1886151533093114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005920037,0.001689826,0.001257878,0.002211634,0.003272051,0.001928009,0.001083822,0.003934144,0.003598787],"category_scores_gemma":[0.005466059,0.001643203,0.0008527329,0.001660017,0.00187938,0.002217373,0.002874594,0.002922577,0.0007641901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319508,"about_ca_system_score_gemma":0.001338923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516636,"about_ca_topic_score_gemma":0.005613887,"domain_scores_codex":[0.9989138,0.0001583364,0.0001484915,0.0002443729,0.000165284,0.0003698029],"domain_scores_gemma":[0.9972954,0.0009085276,0.000515735,0.0001632316,0.0001244218,0.000992545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004967765,0.00003678739,0.01307428,0.00001959306,0.000008386733,0.9852277,0.0003106838,0.00003620463,0.0003674758,0.0001257492,0.0001364366,0.0006069732],"study_design_scores_gemma":[0.00001948661,0.00005756823,0.006513492,0.00001220933,0.000009253037,0.9925969,0.0001944804,0.0001225125,0.00009420293,0.0001066403,0.0002658435,0.000007394224],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820141,0.002550506,0.001159651,0.002359875,0.0001673397,0.000125676,0.0001198003,0.00007204877,0.01143103],"genre_scores_gemma":[0.997543,0.0004618146,0.000492687,0.0005174484,0.0003886612,0.00001509288,0.00003762568,0.000009749175,0.0005339017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004516636,"threshold_uncertainty_score":0.01203912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842714","doi":"10.15173/mumj.v21i1.3653","title":"Exposure and Reception of Surgery Live-Streaming Technology in Undergraduate Medical Education","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Live streaming; Medical education; Medicine; Medical physics; Multimedia; Psychology; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01052886097538802,"gpt":0.3050183333351429,"spread":0.2944894723597549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559316,0.0001820869,0.0001650865,0.0006795164,0.000796344,0.001400703,0.0004531227,0.0004372665,0.00830826],"category_scores_gemma":[0.008617601,0.0002001657,0.0001934543,0.0003080619,0.0005892779,0.0006130841,0.001934113,0.000597605,0.0007872648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007067931,"about_ca_system_score_gemma":0.001124719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119282,"about_ca_topic_score_gemma":0.005227887,"domain_scores_codex":[0.9981413,0.0006632584,0.000110814,0.0001487163,0.0005485464,0.000387422],"domain_scores_gemma":[0.9930531,0.001161013,0.00135622,0.0001462786,0.0006040811,0.00367923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003001167,0.0009474125,0.7939786,0.0003044711,0.00002819926,0.0009736851,0.04938374,0.0001842151,0.00847942,0.0003710623,0.003928009,0.141121],"study_design_scores_gemma":[0.00001305243,0.002141962,0.9041897,0.000192889,0.00001920567,0.001204636,0.08050293,0.0004171678,0.001616089,0.0001901631,0.009454595,0.0000575722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966756,0.00008055405,0.0001989354,0.0003999066,0.00001710802,0.00001741163,0.00003529895,0.000008568243,0.002566549],"genre_scores_gemma":[0.9983676,0.0001540285,0.0001964827,0.0001676989,0.00001495511,0.00001181493,0.00004047124,0.000002322782,0.001044623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00830826,"threshold_uncertainty_score":0.02779388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168684053","doi":"10.15173/mumj.v18i1.2593","title":"Opioid treatment agreements in chronic non-malignant pain: The solution or the problem?","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Opioid; Chronic pain; Medicine; Anesthesia; Intensive care medicine; Internal medicine; Psychiatry; Receptor","authors":[{"name":"Jasper C Ho","is_ca":true},{"name":"Yasovineeth Bhogadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973051762564852,"gpt":0.253479818566,"spread":0.2337493009403515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02392028,0.0004252495,0.001565949,0.001236662,0.004480742,0.006107508,0.00326829,0.01362033,0.002941589],"category_scores_gemma":[0.1308103,0.000516689,0.001379741,0.002769164,0.01602337,0.007591072,0.002982189,0.01162155,0.0006246272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02339327,"about_ca_system_score_gemma":0.08022232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3051315,"about_ca_topic_score_gemma":0.5802943,"domain_scores_codex":[0.9609295,0.01837157,0.00550442,0.001928105,0.01067895,0.002587435],"domain_scores_gemma":[0.8711214,0.08384468,0.01703174,0.002038536,0.02130926,0.004654468],"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":[0.0002948095,0.00005634139,0.006459492,0.01503297,0.0002595139,0.002448823,0.02020113,0.0003930306,0.0003381289,0.115907,0.5585935,0.2800153],"study_design_scores_gemma":[0.0001472446,0.00008211852,0.007046042,0.04010353,0.0002138912,0.001620741,0.01586594,0.0003327735,0.0002195251,0.03985834,0.8943216,0.0001882099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001245354,0.1189406,0.0004911605,0.8692514,0.005404182,0.00002167686,0.0000611422,0.000009785279,0.004574638],"genre_scores_gemma":[0.07736393,0.2770733,0.003398841,0.6187038,0.01910836,0.0001333617,0.00009565724,0.00004552543,0.004077196],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3051315,"threshold_uncertainty_score":0.6067109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842496","doi":"10.15173/mumj.v21i1.3674","title":"Integrating large language models into medical education: A commentary on opportunities, challenges, and future directions","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Engineering ethics; Data science; Computer science; Medical education; Psychology; Medicine; Engineering","authors":[{"name":"Leo Morjaria","is_ca":true},{"name":"Levi Burns","is_ca":true},{"name":"Keyna Bracken","is_ca":true},{"name":"Anthony J Levinson","is_ca":true},{"name":"Quang Ngo","is_ca":true},{"name":"Mark Lee","is_ca":true},{"name":"Matthew Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09127655172895374,"gpt":0.3630472839520471,"spread":0.2717707322230933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03069551,0.001139203,0.001672209,0.002683215,0.004456708,0.006912091,0.005773488,0.02981609,0.004445779],"category_scores_gemma":[0.1459271,0.0009725258,0.002535657,0.00246415,0.01637934,0.01455563,0.005566983,0.06388573,0.002713073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108393,"about_ca_system_score_gemma":0.01775009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284697,"about_ca_topic_score_gemma":0.03095641,"domain_scores_codex":[0.9714422,0.01769277,0.002660244,0.002140501,0.00520777,0.000856519],"domain_scores_gemma":[0.7379244,0.2374335,0.003123192,0.00232419,0.01582258,0.003372108],"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":[0.00003966577,0.00001556549,0.00007358807,0.0007892093,0.00002004508,0.0001715192,0.002537373,0.0001435159,0.00007556212,0.01282704,0.9667696,0.0165372],"study_design_scores_gemma":[0.0000536764,0.00006003502,0.0003012882,0.006454881,0.00003986256,0.0005602773,0.002700414,0.0004554575,0.0001798074,0.01525155,0.973859,0.00008370892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008610172,0.01662734,0.0003066916,0.9628547,0.01951251,0.000005802637,0.00002612984,0.00001951388,0.0005611505],"genre_scores_gemma":[0.004880251,0.01987228,0.0006792143,0.9209142,0.05189058,0.00006792414,0.00002820089,0.00009767663,0.001569762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03069551,"threshold_uncertainty_score":0.1623353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174779731","doi":"10.15173/mumj.v18i1.2573","title":"COVID-19 Lockdown: Not a One Size Fits All","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Yasmina Gaber","is_ca":true},{"name":"Priscilla Matthews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09864209153409002,"gpt":0.3532348187857364,"spread":0.2545927272516463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01449583,0.0006896323,0.001225624,0.001414299,0.005476617,0.008441283,0.002281372,0.006477216,0.3539383],"category_scores_gemma":[0.08318829,0.0006798111,0.001551404,0.001233827,0.002412617,0.004410963,0.006410615,0.007149098,0.1494457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004102619,"about_ca_system_score_gemma":0.02291216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363521,"about_ca_topic_score_gemma":0.0343434,"domain_scores_codex":[0.9864661,0.002562358,0.001246374,0.0008786156,0.005727059,0.003119456],"domain_scores_gemma":[0.9349788,0.008723906,0.003290808,0.006055695,0.02536495,0.02158584],"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":[0.0001030708,0.00002056139,0.0002369616,0.0001704985,0.000009011591,0.00003056748,0.00002121408,0.00001429469,0.0000712011,0.001539273,0.9718692,0.02591418],"study_design_scores_gemma":[0.0001429382,0.00005318445,0.001129443,0.001080245,0.00001490124,0.0000738538,0.0001602273,0.00006174542,0.0001628096,0.001980142,0.995111,0.00002938399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002356851,0.004961875,0.002694806,0.3030731,0.129083,0.001164428,0.005789922,0.003093284,0.5477827],"genre_scores_gemma":[0.03280812,0.00526915,0.003669397,0.4519622,0.01906602,0.002400507,0.005827713,0.002388831,0.4766081],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3539383,"threshold_uncertainty_score":0.9215286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985937332","doi":"10.15173/mumj.v16i1.2019","title":"Are Atypical Antipsychotics the Least Detrimental Alternative?","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Extrapyramidal symptoms; Schizophrenia (object-oriented programming); Medicine; Psychiatry; Amisulpride; Quetiapine; Bipolar disorder; Antipsychotic; Psychology; Pediatrics; Cognition","authors":[{"name":"Holly Breton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02690905622296997,"gpt":0.2774186431942233,"spread":0.2505095869712534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576691,0.0003415898,0.00111426,0.0005690479,0.0005326424,0.002378127,0.0007955746,0.002533847,0.01622755],"category_scores_gemma":[0.007835556,0.0001854336,0.0004068435,0.0005346761,0.001849129,0.002548203,0.0007099988,0.002854511,0.004443971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009733184,"about_ca_system_score_gemma":0.001866936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445643,"about_ca_topic_score_gemma":0.004072889,"domain_scores_codex":[0.9987223,0.0003938918,0.0001522702,0.0001291662,0.0005078008,0.00009463992],"domain_scores_gemma":[0.9967558,0.0009369454,0.0006919716,0.000155774,0.001005672,0.0004538132],"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":[0.001045739,0.0001500424,0.003654499,0.003572008,0.000238616,0.001560553,0.000210986,0.0001391392,0.00196073,0.03276359,0.1881884,0.7665157],"study_design_scores_gemma":[0.0002743745,0.000456431,0.00447919,0.003990428,0.00022264,0.003623117,0.0008564058,0.00008588246,0.0009533582,0.05293294,0.9320713,0.00005394969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.008301819,0.5594518,0.001812398,0.3669069,0.009526822,0.00003411267,0.0005647708,0.0001087464,0.05329277],"genre_scores_gemma":[0.1281257,0.6035965,0.005273086,0.2115746,0.01946809,0.00007149813,0.0004587133,0.00009212413,0.03133973],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01622755,"threshold_uncertainty_score":0.05428654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408842689","doi":"10.15173/mumj.v21i1.3702","title":"Mindfulness-Based Cognitive Therapy History and Mechanisms","year":2025,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Mindfulness; Psychotherapist; Psychology; Cognition; Mindfulness-based cognitive therapy; Cognitive therapy; Neuroscience","authors":[{"name":"Madeline Komar","is_ca":true},{"name":"Irene Zhao","is_ca":false},{"name":"Rabia Tahir","is_ca":false},{"name":"Jianwei Du","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02706111026401579,"gpt":0.2858924918833032,"spread":0.2588313816192874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00207105,0.0004852567,0.0005233712,0.001902656,0.0009556887,0.003011934,0.0009738452,0.002532823,0.00193714],"category_scores_gemma":[0.00265476,0.0002912895,0.0004213156,0.0009909945,0.009446916,0.002582132,0.001653237,0.004767094,0.0002433242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237471,"about_ca_system_score_gemma":0.002927397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896066,"about_ca_topic_score_gemma":0.001814931,"domain_scores_codex":[0.9991465,0.000365012,0.0000531164,0.0001458173,0.0002228216,0.00006676875],"domain_scores_gemma":[0.9986824,0.0009661161,0.00009481185,0.00006724058,0.000116221,0.00007327253],"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":[0.000157843,0.0002687693,0.001822773,0.00359247,0.0001028137,0.0006468596,0.009099295,0.0005604486,0.001989787,0.582237,0.01068605,0.3888359],"study_design_scores_gemma":[0.0001610258,0.0005098531,0.009542481,0.01105503,0.0001637488,0.003710493,0.004267794,0.001405411,0.00221643,0.558436,0.4084228,0.000108938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01742519,0.7621936,0.02634362,0.109446,0.004528934,0.0003056343,0.0001098659,0.0001960625,0.07945111],"genre_scores_gemma":[0.3420035,0.6034076,0.01300292,0.02436284,0.005240925,0.0008906115,0.000075107,0.00007998089,0.01093659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003237471,"threshold_uncertainty_score":0.02348959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988000285","doi":"10.15173/mumj.v16i1.2014","title":"Feasibility of Standardizing Pre-operative Assessment Clinics Across a Hospital System","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Niagara Health System; McMaster University; Brock University","funders":"","keywords":"Standardization; PDCA; Root cause analysis; Medicine; Quality (philosophy); Quality management; Plan (archaeology); Operations management; Computer science; Engineering; Management system","authors":[{"name":"Megan Lindsay Brown","is_ca":true},{"name":"Cameron F. Leveille","is_ca":true},{"name":"Jean Paul Paraiso","is_ca":true},{"name":"David Nykolaychuk","is_ca":true},{"name":"Madelyn Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538944930672736,"gpt":0.3291029406300369,"spread":0.3137134913233096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1006271,0.0006824583,0.0005870719,0.002420477,0.004367175,0.00570247,0.004470951,0.001711937,0.002966025],"category_scores_gemma":[0.1355291,0.00115733,0.0009913108,0.002247456,0.002276685,0.004437905,0.005631264,0.002331413,0.0006745417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177439,"about_ca_system_score_gemma":0.03804798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155409,"about_ca_topic_score_gemma":0.0248894,"domain_scores_codex":[0.9026234,0.0565999,0.01015831,0.006488617,0.01632794,0.007801878],"domain_scores_gemma":[0.7741984,0.0736262,0.02723761,0.03788967,0.06716398,0.01988425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0014021,0.00761759,0.5917564,0.0009726112,0.0001745158,0.0005728286,0.02474455,0.006258262,0.008352681,0.002257323,0.003377421,0.3525138],"study_design_scores_gemma":[0.0007186871,0.01546356,0.8799139,0.001037456,0.0001719813,0.0004299798,0.06513108,0.01303635,0.006407824,0.001541369,0.01588814,0.0002597152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458924,0.000393037,0.02481811,0.005252547,0.0002617277,0.01579999,0.0003392386,0.0007373599,0.006505655],"genre_scores_gemma":[0.9312757,0.0002419907,0.06151824,0.0008272369,0.00007392057,0.004821263,0.0003119327,0.00004569528,0.0008839893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006271,"threshold_uncertainty_score":0.5321736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115723705","doi":"10.15173/mumj.v17i1.2306","title":"Statin-induced rhabdomyolysis: a cautionary tale for high-dose rosuvastatin","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southlake Regional Health Center; McMaster University","funders":"","keywords":"Rhabdomyolysis; Rosuvastatin; Medicine; Statin; Adverse effect; Acute kidney injury; Percutaneous coronary intervention; Internal medicine; Atorvastatin; Intensive care medicine","authors":[{"name":"Henry He","is_ca":true},{"name":"Gulshan Atwal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02531957151748352,"gpt":0.248637760855921,"spread":0.2233181893384374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031678,0.001204061,0.00193537,0.001509059,0.002502149,0.003598272,0.002334776,0.01488761,0.002793858],"category_scores_gemma":[0.01750509,0.0007868318,0.001704753,0.0007271715,0.003614828,0.003704922,0.001607729,0.0198835,0.00229686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612992,"about_ca_system_score_gemma":0.002442834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005310009,"about_ca_topic_score_gemma":0.01332978,"domain_scores_codex":[0.9970955,0.001229639,0.0006092851,0.0003030068,0.0005330133,0.0002295629],"domain_scores_gemma":[0.9906606,0.00619143,0.000801578,0.0004825692,0.001169922,0.0006937886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003268976,0.0001230457,0.01307266,0.001225474,0.0001871829,0.7810281,0.002732032,0.0005646374,0.004032637,0.005969581,0.1284448,0.06229295],"study_design_scores_gemma":[0.000263002,0.0002384146,0.008543011,0.004176497,0.0001885913,0.7566878,0.005732985,0.002086069,0.003035274,0.01419451,0.2046292,0.0002246527],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05371267,0.06141791,0.01595577,0.8258078,0.01056605,0.0003118751,0.0002258073,0.001183511,0.03081857],"genre_scores_gemma":[0.397677,0.0458889,0.03470089,0.4587471,0.04549536,0.0002349934,0.0001533842,0.0003449915,0.0167574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01488761,"threshold_uncertainty_score":0.01675308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170542565","doi":"10.15173/mumj.v18i1.2575","title":"Case Report: Peri-operative management of ACTH-secreting pancreatic neuroendocrine tumor and major vessel reconstruction","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Neuroendocrine tumour; Peri; Medicine; Pancreatic neuroendocrine tumor; Neuroendocrine tumors; Internal medicine","authors":[{"name":"April Liu","is_ca":true},{"name":"Sabarinath Nair","is_ca":true},{"name":"Saeda Nair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339673487813387,"gpt":0.2438848007243818,"spread":0.2304880658462479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452208,0.001882509,0.001673202,0.002258971,0.003846412,0.002052814,0.001732376,0.006661083,0.002920785],"category_scores_gemma":[0.0030316,0.001073205,0.001799284,0.001975214,0.001787485,0.002833392,0.00241418,0.005988621,0.001045971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438817,"about_ca_system_score_gemma":0.001315301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353668,"about_ca_topic_score_gemma":0.002332885,"domain_scores_codex":[0.9987883,0.000139288,0.0001309106,0.0002854422,0.0001808849,0.0004752422],"domain_scores_gemma":[0.9983295,0.0003084975,0.0003770333,0.0001545195,0.00008354282,0.0007469404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002026534,0.00004274094,0.002375075,0.00002191393,0.000007497803,0.9959542,0.000099237,0.0000541292,0.0002180113,0.0001309066,0.0001622015,0.0009137945],"study_design_scores_gemma":[0.000005206302,0.00003407125,0.0009074439,0.000008624614,0.000003670627,0.9983336,0.00007069643,0.00009287174,0.00009970508,0.0001029289,0.0003362552,0.000004866155],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371185,0.0154469,0.01489241,0.009988434,0.001737843,0.0004858937,0.0004156128,0.0003597474,0.01955466],"genre_scores_gemma":[0.9887366,0.001997032,0.003129686,0.001711442,0.001682152,0.00007730542,0.0001442579,0.0000343539,0.002487141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006661083,"threshold_uncertainty_score":0.01043934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983714347","doi":"10.15173/mumj.v16i1.2025","title":"Massive obscure GI bleeding from Idiopathic Jejunal varices identified using single balloon enteroscopy","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Enteroscopy; Angiodysplasia; Varices; Argon plasma coagulation; Exploratory laparotomy; Double-balloon enteroscopy; Laparotomy; Varix; Gastrointestinal bleeding; Surgery; Radiology; Anastomosis; Jejunum; Endoscopy; Internal medicine; Cirrhosis","authors":[{"name":"Natasha Harris","is_ca":true},{"name":"Alaa Rostom","is_ca":true},{"name":"Husein Moloo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269168878673679,"gpt":0.2458493967203297,"spread":0.2189325088529618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003392095,0.001148764,0.0008572511,0.002155584,0.000938928,0.001147068,0.0007981635,0.002261642,0.00188752],"category_scores_gemma":[0.002545266,0.0007961387,0.0008039335,0.00142157,0.001002982,0.001858279,0.0008800811,0.001580629,0.0006256897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498174,"about_ca_system_score_gemma":0.0004464455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007302274,"about_ca_topic_score_gemma":0.0009956193,"domain_scores_codex":[0.999598,0.00005724703,0.00007704914,0.00008094927,0.00008262399,0.0001042016],"domain_scores_gemma":[0.9989777,0.000317971,0.0003902034,0.00007441775,0.0000596188,0.0001800825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004838722,0.00001431003,0.01976215,0.00005690929,0.00001349803,0.9773287,0.0001216957,0.00003428754,0.0008027238,0.00005798116,0.0002139426,0.001545443],"study_design_scores_gemma":[0.00000818517,0.00005824925,0.01260121,0.00003921593,0.00002237873,0.9861106,0.0001200993,0.00009160895,0.0003391486,0.00007080915,0.0005305124,0.000008031403],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970667,0.01589549,0.001998542,0.002506559,0.0002037519,0.000126716,0.0001697323,0.0001599601,0.008272259],"genre_scores_gemma":[0.993964,0.003598284,0.0008013641,0.0005299459,0.0004777888,0.00001131791,0.00008620074,0.00001100591,0.0005200615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002261642,"threshold_uncertainty_score":0.006314397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114194575","doi":"10.15173/mumj.v17i1.2352","title":"Postoperative pain management education during the surgery core rotation at McMaster University, Waterloo Regional Campus.","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regional Municipality of Waterloo; McMaster University","funders":"","keywords":"Medicine; Pain management; Postoperative pain; Medical prescription; Multimodal therapy; Core (optical fiber); Medical education; Physical therapy; Anesthesia; Nursing; Surgery; Computer science","authors":[{"name":"Nivedh Patro","is_ca":true},{"name":"Graham Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280954849038511,"gpt":0.224649689131121,"spread":0.2018401406407359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006810967,0.0002808705,0.0001843657,0.0005210112,0.001992068,0.0008698211,0.0008643657,0.0004537271,0.0426959],"category_scores_gemma":[0.001699378,0.0003923457,0.0002045586,0.0004356877,0.0009649305,0.0005656778,0.001486104,0.0008989409,0.003479489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009093721,"about_ca_system_score_gemma":0.02545168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1854223,"about_ca_topic_score_gemma":0.5982178,"domain_scores_codex":[0.9990401,0.0001195598,0.00005131775,0.0001015496,0.0002444246,0.0004431325],"domain_scores_gemma":[0.9948501,0.000168632,0.00051234,0.00005475713,0.0005343216,0.003879922],"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":[0.0007498167,0.003359426,0.398018,0.002097251,0.00003782829,0.002338478,0.01520116,0.0004295307,0.01446685,0.0005751271,0.1910008,0.3717257],"study_design_scores_gemma":[0.00007827891,0.001456563,0.8735161,0.0006442718,0.00001775166,0.0006042788,0.01513156,0.0002872549,0.001915583,0.0001405329,0.1061463,0.00006165301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9302607,0.001644062,0.0005453779,0.02024061,0.0003034886,0.0009084238,0.001839961,0.0002533912,0.04400393],"genre_scores_gemma":[0.8905573,0.003244639,0.002793534,0.007115732,0.0001770858,0.0006308494,0.001078528,0.0000524197,0.09434984],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1854223,"threshold_uncertainty_score":0.368686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}