{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":240,"total_is_capped":false,"direct_labels_cover":6,"predictions_cover":240,"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":"3d8dba187b6b","filters":{"venue":"BMJ Open Quality"}},"results":[{"id":"W3179812932","doi":"10.1136/bmjoq-2020-001293","title":"Scoping review of balanced scorecards for use in healthcare settings: development and implementation","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Canada; University of British Columbia; University of Calgary","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research; University of British Columbia; Arthritis Society","keywords":"Balanced scorecard; Health care; Variety (cybernetics); Process management; Business; Knowledge management; Computer science; Political science","authors":[{"name":"Victoria Bohm","is_ca":true},{"name":"Diane Lacaille","is_ca":true},{"name":"Nicole Spencer","is_ca":true},{"name":"Claire Barber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4002211291808144,"gpt":0.6483663952838797,"spread":0.2481452661030653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07001779,0.002329527,0.00692435,0.02666401,0.001665231,0.006621023,0.003374027,0.003641389,0.005071125],"category_scores_gemma":[0.2155482,0.001653096,0.005705115,0.03541566,0.00213838,0.006258012,0.003485352,0.00218074,0.000950054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008962156,"about_ca_system_score_gemma":0.0417327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005187065,"about_ca_topic_score_gemma":0.0119148,"domain_scores_codex":[0.9231806,0.03217035,0.0290877,0.002283744,0.01244059,0.000837093],"domain_scores_gemma":[0.807841,0.1354342,0.02578348,0.00335523,0.02670756,0.0008785582],"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":[0.0001212002,0.0000380019,0.0004589987,0.8223581,0.001391248,0.0001443258,0.001458995,0.0002970745,0.0002650192,0.001510358,0.004398041,0.1675586],"study_design_scores_gemma":[0.00004359013,0.00009717748,0.0007726834,0.972169,0.002080157,0.00009580592,0.0006207167,0.00007981992,0.0001795501,0.0004433597,0.02339921,0.00001888509],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001983151,0.9853616,0.002116447,0.001988953,0.0007441137,0.004651928,0.0007288216,0.00003696346,0.002388005],"genre_scores_gemma":[0.01076631,0.9759093,0.00489396,0.0007819615,0.0001927662,0.006438194,0.0006907081,0.0000202544,0.0003065125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07001779,"threshold_uncertainty_score":0.3702939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383106751","doi":"10.1136/bmjoq-2023-002316","title":"Patient, hospital and environmental costs of unnecessary bloodwork: capturing the triple bottom line of inappropriate care in general surgery patients","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Patient care; Medicine; Triple bottom line; Line (geometry); Operations management; Nursing; Surgery; Engineering; Political science","authors":[{"name":"Karina Spoyalo","is_ca":true},{"name":"Annie Lalande","is_ca":true},{"name":"Chantelle Rizan","is_ca":false},{"name":"Sophia Park","is_ca":true},{"name":"Janet Simons","is_ca":true},{"name":"Philip Dawe","is_ca":true},{"name":"Carl J. Brown","is_ca":true},{"name":"Robert Lillywhite","is_ca":false},{"name":"Andrea J. MacNeill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07407098436815152,"gpt":0.3584416923269729,"spread":0.2843707079588214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498833,0.0002923523,0.0003395443,0.001886221,0.0002833901,0.0009751967,0.0003413473,0.0004156041,0.000898288],"category_scores_gemma":[0.009055418,0.0002273362,0.0006638628,0.002191121,0.0003743057,0.0006594559,0.001183411,0.0004575089,0.00008316349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169386,"about_ca_system_score_gemma":0.000791728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006416282,"about_ca_topic_score_gemma":0.01007219,"domain_scores_codex":[0.9980251,0.0008770085,0.0003334809,0.0001391967,0.0004041166,0.0002211109],"domain_scores_gemma":[0.9909089,0.001908866,0.005928691,0.0001982805,0.0005528432,0.0005024088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009472595,0.00001675496,0.9975865,0.00002053177,0.00003265631,0.00007038604,0.00006793889,0.0002185278,0.00004247167,0.00001737418,0.00006091938,0.001771351],"study_design_scores_gemma":[0.000003796436,0.0001383415,0.9978295,0.00001945971,0.00002408372,0.000230512,0.0004891644,0.001092692,0.00004827958,0.00003187244,0.00008667298,0.000005648938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993075,0.00009942985,0.00008441567,0.00005157089,0.0000017538,0.00001416652,0.0002146708,0.000001475146,0.000224963],"genre_scores_gemma":[0.9994928,0.00005290006,0.0002386534,0.0000217131,0.000005237261,0.00001104149,0.000156719,7.194462e-7,0.00002024426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006416282,"threshold_uncertainty_score":0.0127579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205526334","doi":"10.1136/bmjoq-2021-001491","title":"Understanding challenges of using routinely collected health data to address clinical care gaps: a case study in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Government of Alberta","keywords":"Data quality; Data collection; Usability; Health care; Quality management; Quality (philosophy); Coding (social sciences); Data science; Medicine; Computer science; Operations management; Engineering","authors":[{"name":"Taylor McGuckin","is_ca":true},{"name":"Katelynn Crick","is_ca":true},{"name":"Tyler W. Myroniuk","is_ca":false},{"name":"Brock Setchell","is_ca":true},{"name":"Roseanne O. Yeung","is_ca":true},{"name":"Denise Campbell‐Scherer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8664265929207197,"gpt":0.6713881693599765,"spread":0.1950384235607432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02743737,0.0006071557,0.000752276,0.002185711,0.02367397,0.006260444,0.005087917,0.003264875,0.001730004],"category_scores_gemma":[0.04820009,0.0007222976,0.0005028165,0.006944782,0.00596316,0.001821802,0.006324036,0.004502499,0.0001602671],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1174591,"about_ca_system_score_gemma":0.2909232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896952,"about_ca_topic_score_gemma":0.9956321,"domain_scores_codex":[0.9715956,0.01217158,0.001213687,0.001165906,0.00711457,0.006738587],"domain_scores_gemma":[0.9453425,0.02605101,0.002670792,0.001707001,0.0161991,0.008029595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003534335,0.001031707,0.2681222,0.001317414,0.0001777431,0.03064388,0.5032899,0.002905768,0.001482726,0.02241071,0.03963414,0.1286304],"study_design_scores_gemma":[0.00008448992,0.0002938054,0.1249092,0.002243445,0.0001563814,0.003246754,0.7971991,0.004992494,0.0007633854,0.003895422,0.06198635,0.0002292245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895698,0.003731101,0.0052259,0.06962735,0.0002319911,0.000865785,0.0007213973,0.0001023694,0.02379599],"genre_scores_gemma":[0.9787174,0.002018453,0.007487644,0.007771299,0.00005818528,0.0002052087,0.000240557,0.00005782571,0.003443368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8825409,"threshold_uncertainty_score":0.8522292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006328022","doi":"10.1136/bmjoq-2019-000749","title":"Doing our work better, together: a relationship-based approach to defining the quality improvement agenda in trauma care","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Quality (philosophy); Work (physics); Trauma care; Psychology; Medicine; Medical emergency; Engineering; Epistemology","authors":[{"name":"Eve Purdy","is_ca":true},{"name":"Darren McLean","is_ca":false},{"name":"Charlotte Alexander","is_ca":false},{"name":"Matthew Scott","is_ca":false},{"name":"Andrew Donohue","is_ca":false},{"name":"Donald Campbell","is_ca":false},{"name":"Martin Wullschleger","is_ca":false},{"name":"Gary Berkowitz","is_ca":false},{"name":"James Winearls","is_ca":false},{"name":"Doug Henry","is_ca":false},{"name":"Victoria Brazil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.279542813247049,"gpt":0.5591420238053373,"spread":0.2795992105582882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1182008,0.001353099,0.001226324,0.009000039,0.02065541,0.0337525,0.008090052,0.006768764,0.004966509],"category_scores_gemma":[0.08628037,0.001257397,0.001553152,0.005727166,0.05119201,0.03385285,0.03113754,0.0179103,0.0009498286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02189541,"about_ca_system_score_gemma":0.0532384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369374,"about_ca_topic_score_gemma":0.01596841,"domain_scores_codex":[0.8570495,0.1274283,0.002689168,0.003673668,0.005736014,0.003423236],"domain_scores_gemma":[0.9170932,0.04887752,0.006936201,0.004831432,0.009414588,0.01284708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007907065,0.0003333646,0.01016807,0.001743555,0.0001090406,0.001195201,0.4982009,0.001035418,0.0005465634,0.3339107,0.02320672,0.1294715],"study_design_scores_gemma":[0.00003839,0.0002544494,0.005088486,0.003257687,0.00007468723,0.0009455673,0.6230553,0.002094013,0.0004023524,0.1878378,0.1768503,0.0001010112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.047006,0.01718835,0.2325282,0.5969761,0.002686138,0.002050249,0.0001355581,0.0004172644,0.1010121],"genre_scores_gemma":[0.7055518,0.01267191,0.2489114,0.02279307,0.0008493206,0.002078679,0.0001709173,0.0002576955,0.00671521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1182008,"threshold_uncertainty_score":0.6251132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015402007","doi":"10.1136/bmjoq-2019-000635","title":"Opioid stewardship: implementing a proactive, pharmacist-led intervention for patients coprescribed opioids and benzodiazepines at an urban academic primary care centre","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pharmacist; Opioid; Intervention (counseling); Benzodiazepine; Clinical pharmacy; Medical prescription; Emergency medicine; Primary care; Family medicine; Pharmacy; Internal medicine; Nursing","authors":[{"name":"Tiana Tilli","is_ca":true},{"name":"Jonathan Hunchuck","is_ca":true},{"name":"Norman Dewhurst","is_ca":true},{"name":"Tara Kiran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09890568124929038,"gpt":0.4345085092906685,"spread":0.3356028280413781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007394224,0.0009531825,0.0005693465,0.0007424976,0.005472009,0.001570729,0.002706704,0.001548498,0.004264788],"category_scores_gemma":[0.01233732,0.0008600643,0.0008708636,0.0006049532,0.001461439,0.00139727,0.004335335,0.002161453,0.0004114127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007283942,"about_ca_system_score_gemma":0.02839171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02864832,"about_ca_topic_score_gemma":0.08757434,"domain_scores_codex":[0.9922392,0.003505084,0.0004282233,0.001058966,0.001061833,0.001706612],"domain_scores_gemma":[0.9859604,0.002116439,0.001521075,0.0006727573,0.0008970017,0.008832403],"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":[0.005753576,0.1804552,0.1705766,0.002253705,0.000460689,0.002328726,0.02872787,0.002959217,0.007238728,0.0005679491,0.02319112,0.5754867],"study_design_scores_gemma":[0.02111142,0.1281649,0.7542793,0.001299275,0.0008956077,0.0007878357,0.02935921,0.01150381,0.006173573,0.001410462,0.04461922,0.000395513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786772,0.0002520598,0.001550442,0.005303777,0.0001036556,0.01000687,0.0001813587,0.0004559688,0.003468742],"genre_scores_gemma":[0.9623426,0.0003112455,0.02357769,0.00469386,0.0001921093,0.007224611,0.0001712919,0.00002578196,0.00146071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02864832,"threshold_uncertainty_score":0.05696315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802292216","doi":"10.1136/bmjoq-2017-000177","title":"Reducing the rate of post-surgical urinary tract infections in orthopedic patients","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Orthopedic surgery; Urinary system; Medicine; Surgery; Internal medicine","authors":[{"name":"Amit Thakker","is_ca":true},{"name":"Natasha Briggs","is_ca":true},{"name":"Azusa Maeda","is_ca":true},{"name":"Julie Byrne","is_ca":true},{"name":"J. Roderick Davey","is_ca":true},{"name":"Timothy Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08487861168410553,"gpt":0.4396344450334478,"spread":0.3547558333493422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009356189,0.0001900611,0.000255546,0.0007053951,0.000537323,0.0006323469,0.0004376403,0.0002796846,0.003084999],"category_scores_gemma":[0.006219365,0.0001024017,0.0004493167,0.0007029508,0.0002480243,0.0002992518,0.0009457939,0.0007514671,0.0003341862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130292,"about_ca_system_score_gemma":0.004043438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636896,"about_ca_topic_score_gemma":0.02862598,"domain_scores_codex":[0.998744,0.0002958562,0.0001482789,0.00008395856,0.0004664045,0.0002617054],"domain_scores_gemma":[0.9972326,0.0001812857,0.0008879764,0.00005781532,0.0007420678,0.0008982447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003262452,0.001167102,0.6552398,0.001977583,0.0001520379,0.0006945389,0.001926223,0.0004938475,0.003108372,0.0005346822,0.02648004,0.3078994],"study_design_scores_gemma":[0.00004993536,0.0008930029,0.979605,0.0004725661,0.00008407218,0.0006964069,0.001218924,0.0004895796,0.0007128802,0.0001615841,0.01559319,0.00002291562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956113,0.01535872,0.001488112,0.01193522,0.0004521669,0.0003409674,0.001148676,0.0001339332,0.01302923],"genre_scores_gemma":[0.9842127,0.009269116,0.002190325,0.001718162,0.0004180126,0.000110691,0.0008107273,0.00001497557,0.00125542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636896,"threshold_uncertainty_score":0.03254735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362521291","doi":"10.1136/bmjoq-2022-002134","title":"Barriers and facilitators to improving patient safety learning systems: a systematic review of qualitative studies and meta-synthesis","year":2023,"lang":"en","type":"review","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Ottawa Hospital; Canadian Red Cross Society; University of Ottawa","funders":"","keywords":"Qualitative research; Psychology; Knowledge management; Medical education; Computer science; Medicine; Sociology","authors":[{"name":"Hassan Mahmoud","is_ca":true},{"name":"Kednapa Thavorn","is_ca":true},{"name":"Sunita Mulpuru","is_ca":true},{"name":"Daniel I. McIsaac","is_ca":true},{"name":"Mohamed A. Abdelrazek","is_ca":true},{"name":"Amr Assem Mahmoud","is_ca":false},{"name":"Alan J. Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6611878788013483,"gpt":0.6508768580194302,"spread":0.01031102078191815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1164811,0.002730061,0.01048357,0.01661958,0.001674643,0.00520469,0.003603803,0.001977805,0.004738314],"category_scores_gemma":[0.2328269,0.002231446,0.01583359,0.01485264,0.002212627,0.00620719,0.004452041,0.002190509,0.0003194191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490525,"about_ca_system_score_gemma":0.03234196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097515,"about_ca_topic_score_gemma":0.02496403,"domain_scores_codex":[0.9257668,0.03898521,0.02440998,0.002567265,0.006899441,0.001371241],"domain_scores_gemma":[0.7980236,0.1579168,0.02336244,0.003360104,0.01631173,0.001025304],"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":[0.0003689172,0.00003206489,0.001651876,0.9489983,0.01679228,0.0001243544,0.003734831,0.0002588889,0.0001761191,0.000541705,0.0007575402,0.02656313],"study_design_scores_gemma":[0.0003563441,0.000332261,0.002787621,0.8940529,0.08718785,0.0001761313,0.005212251,0.0001880253,0.0005304394,0.000926625,0.008173231,0.000076267],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01434517,0.9638255,0.005922098,0.002125541,0.0004369629,0.009570844,0.00259665,0.00005823672,0.001119054],"genre_scores_gemma":[0.1773563,0.7673957,0.02126402,0.00255261,0.0001696929,0.02948673,0.001185411,0.00006039767,0.0005292631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1164811,"threshold_uncertainty_score":0.6160184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767224757","doi":"10.1136/bmjoq-2017-000076","title":"Improving cardiac operating room to intensive care unit handover using a standardised handover process","year":2017,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Institute of Health Services and Policy Research; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"Canadian Patient Safety Institute","keywords":"Handover; Medicine; Patient safety; Teamwork; Protocol (science); Checklist; Medical emergency; Emergency medicine; Computer science; Health care; Psychology; Computer network","authors":[{"name":"Yehoshua Gleicher","is_ca":true},{"name":"Jeffrey D. Mosko","is_ca":true},{"name":"Irene McGhee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1422683207625575,"gpt":0.4974520238498603,"spread":0.3551837030873028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02022771,0.0006028024,0.0006947797,0.002217992,0.0007620604,0.001164518,0.000857705,0.0006552169,0.0007935662],"category_scores_gemma":[0.04670226,0.000300157,0.0007793969,0.001103216,0.0005175859,0.001169758,0.002410636,0.0006624329,0.0002455537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220663,"about_ca_system_score_gemma":0.004228581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510605,"about_ca_topic_score_gemma":0.001865184,"domain_scores_codex":[0.981951,0.01077083,0.002755859,0.0007144754,0.003165551,0.0006422008],"domain_scores_gemma":[0.9806883,0.006585806,0.006176358,0.001718792,0.003542399,0.001288324],"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":[0.001745459,0.01708405,0.07619821,0.002816437,0.0002405478,0.0003423307,0.01026721,0.006059624,0.01103596,0.0005416993,0.002757819,0.8709108],"study_design_scores_gemma":[0.004216076,0.08842986,0.8343884,0.003098371,0.0006630958,0.001039454,0.01035882,0.01769716,0.02061763,0.001985865,0.01698028,0.0005249541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554434,0.0006805664,0.02925281,0.0008373376,0.0001677663,0.01079147,0.0001768465,0.000315712,0.002334024],"genre_scores_gemma":[0.8507705,0.001243571,0.137588,0.0003687217,0.0001790584,0.008599936,0.0004499553,0.00003351237,0.000766766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02022771,"threshold_uncertainty_score":0.1069757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964699959","doi":"10.1136/bmjoq-2019-000686","title":"Exploring stakeholder perceptions around implementation of the Operating Room Black Box for patient safety research: a qualitative study using the theoretical domains framework","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Carleton University; Ottawa Hospital","funders":"","keywords":"Stakeholder; Patient safety; Qualitative research; Context (archaeology); Psychology; Medical education; Medicine; Nursing; Public relations; Health care; Political science; Sociology","authors":[{"name":"Cole Etherington","is_ca":true},{"name":"Aya Usama","is_ca":true},{"name":"Andrea M. Patey","is_ca":true},{"name":"Chantal Trudel","is_ca":true},{"name":"Antoine Przybylak‐Brouillard","is_ca":true},{"name":"Justin Presseau","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Sylvain Boet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7685603237774485,"gpt":0.6616233816395345,"spread":0.106936942137914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03505621,0.0004822086,0.0006593083,0.00137462,0.007263059,0.003940442,0.00167512,0.001719909,0.002206456],"category_scores_gemma":[0.03637314,0.0006626465,0.0005065727,0.001409466,0.007787987,0.004433647,0.005789225,0.003028835,0.0002657953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005992764,"about_ca_system_score_gemma":0.01034371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785261,"about_ca_topic_score_gemma":0.006396714,"domain_scores_codex":[0.9688589,0.02544445,0.0008066327,0.0009667142,0.00147844,0.002444841],"domain_scores_gemma":[0.9528539,0.0377163,0.002440443,0.0008108019,0.003147285,0.003031309],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002615292,0.00004327732,0.002466502,0.0001668565,0.000003753057,0.000492738,0.9904785,0.00005271444,0.0008314107,0.0009437129,0.0002477485,0.004246519],"study_design_scores_gemma":[0.000004552641,0.0000666269,0.001043667,0.0001850368,0.00000335765,0.0001674783,0.9939206,0.0001333571,0.0003063044,0.0003122567,0.003846187,0.00001062164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839635,0.0004142127,0.007767063,0.003433231,0.00006794642,0.0004975105,0.00009354,0.00002111809,0.00374195],"genre_scores_gemma":[0.9940779,0.0004621698,0.003008368,0.0008979108,0.00001448451,0.0005479434,0.00003881447,0.00001879944,0.0009335513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9649438,"threshold_uncertainty_score":0.1853971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902612591","doi":"10.1136/bmjoq-2018-000433","title":"Importance of safety climate, teamwork climate and demographics: understanding nurses, allied health professionals and clerical staff perceptions of patient safety","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Southlake Regional Health Center; University of Toronto; York University","funders":"","keywords":"Teamwork; Patient safety; Context (archaeology); Nursing; Health care; Psychological intervention; Perception; Safety climate; Psychology; Mental health; Safety culture; Medicine; Occupational safety and health; Management; Political science; Psychiatry","authors":[{"name":"Shahram Zaheer","is_ca":true},{"name":"Liane Ginsburg","is_ca":true},{"name":"Hannah J. Wong","is_ca":true},{"name":"Kelly Thomson","is_ca":true},{"name":"Lorna Bain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.180629683799968,"gpt":0.5306474973265569,"spread":0.3500178135265889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002489178,0.0001350641,0.0001621424,0.0005839151,0.0007978422,0.001379265,0.0003731405,0.0003896689,0.001026891],"category_scores_gemma":[0.009213082,0.0001481664,0.000192412,0.0003919891,0.001126103,0.001025222,0.0008377567,0.0005540262,0.00007389879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731386,"about_ca_system_score_gemma":0.00424116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08042584,"about_ca_topic_score_gemma":0.1390959,"domain_scores_codex":[0.9991322,0.0003426673,0.00007739028,0.00008135895,0.0002242454,0.0001420772],"domain_scores_gemma":[0.9947418,0.001819544,0.002043166,0.0001126253,0.0005809106,0.000701885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002294976,0.00005518062,0.9612766,0.0001050102,0.00002196311,0.000102253,0.02422223,0.00008667248,0.0003233159,0.0001337079,0.0002884103,0.01336175],"study_design_scores_gemma":[0.000001634789,0.00003368749,0.9758768,0.0000923183,0.000007511744,0.00005532022,0.023057,0.0001482241,0.00004143332,0.0001375101,0.00054356,0.00000499207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970481,0.0004841856,0.0002615814,0.001001423,0.00001042675,0.0000122856,0.00002826219,0.000003016871,0.001150671],"genre_scores_gemma":[0.999278,0.0003327431,0.0001682457,0.0001255681,0.00000848514,0.000008415384,0.00001419095,7.681285e-7,0.0000636915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08042584,"threshold_uncertainty_score":0.1599154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902413143","doi":"10.1136/bmjoq-2018-000483","title":"Educational intervention to reduce treatment of asymptomatic bacteriuria in long-term care","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Medicine; Bacteriuria; Asymptomatic; Urinary system; Asymptomatic bacteriuria; Antibiotics; Audit; Urine; Intervention (counseling); Emergency medicine; Pediatrics; Internal medicine; Nursing","authors":[{"name":"Christine Lee","is_ca":true},{"name":"Casey Phillips","is_ca":true},{"name":"Jason Vanstone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1002522759283667,"gpt":0.5015136621383781,"spread":0.4012613862100115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399824,0.0004982843,0.0003737821,0.0007969099,0.0007903926,0.0004571542,0.0009646837,0.0007957011,0.003062022],"category_scores_gemma":[0.01188288,0.0001673727,0.0004566634,0.000389108,0.000317062,0.0003599807,0.001003821,0.0008596309,0.000220497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079319,"about_ca_system_score_gemma":0.005219064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490474,"about_ca_topic_score_gemma":0.03378518,"domain_scores_codex":[0.9986571,0.000602119,0.00009292133,0.00007407246,0.0002924445,0.0002812116],"domain_scores_gemma":[0.9956502,0.001049932,0.00132614,0.00007463378,0.0004378665,0.001461223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004869265,0.05802714,0.1613593,0.006903025,0.000526477,0.001051066,0.003363701,0.001437165,0.003736182,0.0003579093,0.02188768,0.7364811],"study_design_scores_gemma":[0.004027642,0.02976152,0.940516,0.005005294,0.0006340879,0.0004357482,0.001947614,0.002363552,0.00209188,0.0002742404,0.01286965,0.00007284326],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977492,0.004977007,0.001605786,0.005633941,0.0004620294,0.00207452,0.0003021518,0.0003340528,0.0071186],"genre_scores_gemma":[0.9831015,0.003088923,0.008185865,0.002397041,0.0003075952,0.001386221,0.0002069224,0.000009571583,0.001316159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490474,"threshold_uncertainty_score":0.02963597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898182175","doi":"10.1136/bmjoq-2018-000425","title":"A comparison of hospital-acquired pressure injuries in intensive care and non-intensive care units: a multifaceted quality improvement initiative","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Niagara Health System; Humber River Regional Hospital","funders":"","keywords":"Medicine; PDCA; Emergency medicine; Intensive care unit; Health care; Quality management; Environmental health; Intensive care medicine; Operations management","authors":[{"name":"Laurie Goodman","is_ca":true},{"name":"Ekta Khemani","is_ca":true},{"name":"Francis Cacao","is_ca":true},{"name":"Jennifer Yoon","is_ca":true},{"name":"Vanessa Burkoski","is_ca":true},{"name":"Scott Jarrett","is_ca":true},{"name":"Barbara E Collins","is_ca":true},{"name":"Trevor Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1939783523099961,"gpt":0.5427590550846277,"spread":0.3487807027746316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0299151,0.0005816424,0.0008283052,0.002673188,0.0009808528,0.00243445,0.001403115,0.0006857387,0.0007644431],"category_scores_gemma":[0.02967632,0.0003356604,0.00188224,0.003929012,0.0008278689,0.002385773,0.004103575,0.001532186,0.0001169552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006265139,"about_ca_system_score_gemma":0.01021785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235144,"about_ca_topic_score_gemma":0.02537557,"domain_scores_codex":[0.9780091,0.01069866,0.002646997,0.001574729,0.005555939,0.001514526],"domain_scores_gemma":[0.9688157,0.004563153,0.009557964,0.001133194,0.009107958,0.0068221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002271384,0.005130624,0.7931731,0.001753952,0.001823548,0.00008041912,0.003847549,0.001648474,0.0007394712,0.001015216,0.007767893,0.1807484],"study_design_scores_gemma":[0.000382113,0.004698611,0.9867911,0.0003783788,0.000533986,0.00003666441,0.001745588,0.002118809,0.0004555219,0.000161429,0.002644192,0.00005351537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808155,0.002462744,0.004651718,0.003788365,0.0002556304,0.001461027,0.002684275,0.0002187563,0.003662169],"genre_scores_gemma":[0.9866322,0.0006104445,0.009269726,0.0005458604,0.00007530263,0.0007816018,0.001812225,0.0000221399,0.0002505039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0299151,"threshold_uncertainty_score":0.1582081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104325437","doi":"10.1136/bmjoq-2020-000972","title":"Comparison of active versus passive surveillance adverse event reporting in a paediatric ambulatory chiropractic care setting: a cluster randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; Children's Health Research Institute","keywords":"Medicine; Chiropractic; Ambulatory; Adverse effect; Physical therapy; Cluster randomised controlled trial; Randomized controlled trial; Incidence (geometry); Pediatrics; Emergency medicine; Internal medicine; Alternative medicine","authors":[{"name":"Katherine A. Pohlman","is_ca":false},{"name":"Linda Carroll","is_ca":true},{"name":"Ross T. Tsuyuki","is_ca":true},{"name":"Lisa Hartling","is_ca":true},{"name":"Sunita Vohra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1269672593749181,"gpt":0.4734180921955067,"spread":0.3464508328205886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01165416,0.002543198,0.007928387,0.001272093,0.001070215,0.002450367,0.002155606,0.004479373,0.009138525],"category_scores_gemma":[0.02730767,0.001430924,0.005463066,0.001426923,0.002623717,0.003054584,0.001535474,0.0035738,0.0007930433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559049,"about_ca_system_score_gemma":0.004014572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327942,"about_ca_topic_score_gemma":0.00302849,"domain_scores_codex":[0.9789225,0.01426168,0.002608032,0.002109158,0.001449472,0.0006491126],"domain_scores_gemma":[0.9858169,0.00637185,0.004286104,0.00102231,0.0009716551,0.001531142],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.966294,0.004836688,0.0006835487,0.007781201,0.004964217,0.00004582562,0.0001690513,0.0003123756,0.0004278534,0.0002401034,0.0004104098,0.0138349],"study_design_scores_gemma":[0.9587721,0.037351,0.0009936084,0.0005335517,0.001348038,0.0000221871,0.00005254779,0.0002995967,0.00008801056,0.0001887127,0.0003269678,0.00002366286],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911508,0.02737438,0.005074653,0.002116586,0.004147604,0.06414679,0.001294664,0.0005181136,0.004176472],"genre_scores_gemma":[0.9272121,0.004733839,0.01078923,0.001537939,0.001106661,0.05291952,0.0003977047,0.00003512054,0.001267953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9883459,"threshold_uncertainty_score":0.06163377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940211750","doi":"10.1136/bmjoq-2018-000427","title":"Establishing a tele-clinic service for kidney transplant recipients through a patient-codesigned quality improvement project","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Kidney transplant; Medicine; Service (business); Service quality; Kidney; Kidney transplantation; Business; Internal medicine; Marketing","authors":[{"name":"Udaya Udayaraj","is_ca":false},{"name":"Oliver J. Watson","is_ca":false},{"name":"Yoav Ben‐Shlomo","is_ca":true},{"name":"Maria Langdon","is_ca":false},{"name":"Karen Anderson","is_ca":false},{"name":"Albert Power","is_ca":false},{"name":"Christopher Dudley","is_ca":false},{"name":"David Evans","is_ca":false},{"name":"Anna Burhouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5484353872394713,"gpt":0.5769595694634223,"spread":0.02852418222395103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01568002,0.0005386113,0.0002787247,0.001293223,0.002468198,0.002581358,0.002399497,0.00121928,0.005650352],"category_scores_gemma":[0.02249495,0.0005692233,0.0007010871,0.0007840886,0.001671524,0.001952148,0.003824456,0.001656963,0.0007659963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004246829,"about_ca_system_score_gemma":0.02722966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065256,"about_ca_topic_score_gemma":0.01488129,"domain_scores_codex":[0.9847244,0.009490687,0.0006796861,0.0008180235,0.002719747,0.001567412],"domain_scores_gemma":[0.9608328,0.007849353,0.004990571,0.003414107,0.008529641,0.01438341],"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":[0.001591559,0.03344627,0.1737264,0.0009410901,0.0001334801,0.001476269,0.008045906,0.01232288,0.02217845,0.002172584,0.01124195,0.7327231],"study_design_scores_gemma":[0.007320213,0.1016479,0.7073781,0.0008633817,0.0003861237,0.00325476,0.01958305,0.08146415,0.01766913,0.001635251,0.05831023,0.0004877013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420846,0.000136467,0.03308949,0.004784783,0.000131901,0.01315415,0.0003228472,0.0007476545,0.005548099],"genre_scores_gemma":[0.8972934,0.0002018323,0.0950103,0.00108741,0.0001188417,0.00356179,0.0005161419,0.00007165514,0.00213858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568002,"threshold_uncertainty_score":0.08292484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390631672","doi":"10.1136/bmjoq-2023-002522","title":"Decision-maker roles in healthcare quality improvement projects: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMJ Open Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec","keywords":"Health care; Decision analysis; Delegation; Quality (philosophy); Knowledge management; MEDLINE; Business; PsycINFO; Public relations; Psychology; Political science; Management science; Medicine; Engineering; Computer science","authors":[{"name":"Justin Gagnon","is_ca":true},{"name":"Mylaine Breton","is_ca":true},{"name":"Isabelle Gaboury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9081338577017571,"gpt":0.8319016124325302,"spread":0.0762322452692269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0899865,0.002247336,0.005495312,0.02682794,0.003503054,0.0106358,0.003295467,0.005925893,0.003437916],"category_scores_gemma":[0.2411598,0.002207246,0.006142131,0.03235215,0.003525706,0.01179857,0.005942945,0.003552276,0.0006254087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009886826,"about_ca_system_score_gemma":0.04380269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006979023,"about_ca_topic_score_gemma":0.01298865,"domain_scores_codex":[0.9050726,0.05264094,0.02740141,0.003070078,0.01034298,0.001471939],"domain_scores_gemma":[0.6903282,0.2632985,0.02111361,0.003216618,0.02068833,0.001354662],"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":[0.000182702,0.0001118858,0.002139912,0.6689987,0.001536962,0.0003213258,0.008139185,0.0005049035,0.0001876376,0.005837704,0.005163072,0.3068761],"study_design_scores_gemma":[0.00004103583,0.00009424107,0.001488912,0.9524409,0.002471505,0.0002023971,0.003194693,0.0001679731,0.0001728576,0.001486318,0.03820328,0.00003601863],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001785296,0.9913499,0.001241371,0.002140778,0.0004169521,0.001091381,0.0001128858,0.0000109997,0.001850382],"genre_scores_gemma":[0.01781324,0.9740449,0.003391145,0.001038657,0.0002092018,0.00309632,0.0001736843,0.00001130418,0.0002216052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0899865,"threshold_uncertainty_score":0.4758998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003557089","doi":"10.1136/bmjoq-2019-000780","title":"Development and implementation of a standardised emergency department intershift handover tool to improve physician communication","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Handover; Medicine; Patient safety; Session (web analytics); Audit; Quality management; Descriptive statistics; Emergency department; Medical emergency; Medical record; Stakeholder; Operations management; Emergency medicine; Computer science; Nursing; Business; Health care; Telecommunications; Engineering; Statistics; Internal medicine","authors":[{"name":"Edmund Kwok","is_ca":true},{"name":"Glenda Clapham","is_ca":true},{"name":"Shannon White","is_ca":true},{"name":"Michael Austin","is_ca":true},{"name":"Lisa Calder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08222290617126442,"gpt":0.4558583816806417,"spread":0.3736354755093773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02776876,0.0007882013,0.0005551042,0.002338173,0.0006364596,0.001730437,0.001946914,0.0009033706,0.002646116],"category_scores_gemma":[0.05086641,0.0004083412,0.001102603,0.00112066,0.0005520349,0.002095693,0.002556511,0.001212582,0.001007583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598537,"about_ca_system_score_gemma":0.007143158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590824,"about_ca_topic_score_gemma":0.002206514,"domain_scores_codex":[0.9791327,0.009639139,0.003972003,0.001110633,0.005471829,0.0006736346],"domain_scores_gemma":[0.9672946,0.01053762,0.004949455,0.003790968,0.01161487,0.001812452],"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":[0.0003288285,0.002328715,0.03703365,0.002613799,0.0001353043,0.0005098346,0.006397458,0.004236023,0.01338761,0.0009406743,0.009368113,0.92272],"study_design_scores_gemma":[0.00269117,0.03117758,0.4769767,0.01599469,0.001301488,0.005727356,0.01915579,0.08430156,0.1069969,0.009329981,0.2449703,0.001376469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4652162,0.001280355,0.4826774,0.005207233,0.0007925652,0.02418999,0.001570366,0.008722853,0.01034304],"genre_scores_gemma":[0.2552436,0.0005463309,0.7345755,0.0006560668,0.00008962843,0.005268482,0.001454788,0.0002217278,0.001943849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02776876,"threshold_uncertainty_score":0.146857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388501635","doi":"10.1136/bmjoq-2023-002507","title":"Patient and healthcare professional perspectives on implementing patient-reported outcome measures in gender-affirming care: a qualitative study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Prom; Focus group; Health care; Qualitative research; Patient-reported outcome; Nursing; Medicine; Psychology; Medical education; Family medicine; Business; Quality of life (healthcare); Political science; Sociology","authors":[{"name":"Rakhshan Kamran","is_ca":false},{"name":"Liam Jackman","is_ca":true},{"name":"Anna Laws","is_ca":false},{"name":"Melissa Stepney","is_ca":false},{"name":"Conrad Harrison","is_ca":false},{"name":"Abhilash Jain","is_ca":false},{"name":"Jeremy Rodrigues","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4888997422915961,"gpt":0.5985497375522293,"spread":0.1096499952606332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05487732,0.000565207,0.000889364,0.001783848,0.008098092,0.003866361,0.001832778,0.002146349,0.003086704],"category_scores_gemma":[0.04787735,0.0008804346,0.0007608163,0.001646553,0.008831308,0.004603112,0.00626461,0.002812631,0.0004230788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005952344,"about_ca_system_score_gemma":0.008405908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408817,"about_ca_topic_score_gemma":0.005557605,"domain_scores_codex":[0.9494134,0.04272231,0.001283776,0.001205313,0.002397258,0.00297798],"domain_scores_gemma":[0.9211416,0.0640114,0.004241429,0.001554861,0.005321882,0.003728857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000529569,0.00006889955,0.002036931,0.0002372115,0.000006142578,0.0003964407,0.9899544,0.00003063145,0.0005374817,0.0009308064,0.0004478523,0.00530039],"study_design_scores_gemma":[0.00001635661,0.0001526073,0.001275138,0.0003993459,0.000008635926,0.0003555454,0.9893425,0.0001116556,0.0004936329,0.0004902693,0.007327787,0.00002665347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740426,0.001243377,0.009864738,0.007490776,0.0001651645,0.0009824298,0.0003081977,0.00004469237,0.005858046],"genre_scores_gemma":[0.9883795,0.001016648,0.004751015,0.002493625,0.00004427275,0.001322669,0.00007727124,0.00003375586,0.001881158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05487732,"threshold_uncertainty_score":0.2902225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969564294","doi":"10.1136/bmjoq-2018-000539","title":"Deprescribing benzodiazepines among hospitalised older adults: quality improvement initiative","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"University of Alberta; Glenrose Rehabilitation Hospital","keywords":"Deprescribing; Medicine; Benzodiazepine; Polypharmacy; Intervention (counseling); Pharmacist; Beers Criteria; Geriatrics; Anxiety; Emergency medicine; Intensive care medicine; Psychiatry; Pharmacy; Family medicine; Internal medicine","authors":[{"name":"Frances Carr","is_ca":true},{"name":"Peter George Jaminal Tian","is_ca":true},{"name":"Jeffrey Chow","is_ca":true},{"name":"Jennifer Guzak","is_ca":true},{"name":"Jean Triscott","is_ca":true},{"name":"Pamela Mathura","is_ca":true},{"name":"Xing Sun","is_ca":true},{"name":"Bonnie Dobbs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2336688587838003,"gpt":0.5035291335061609,"spread":0.2698602747223606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02052107,0.0002421663,0.0004529903,0.0009372677,0.0006584354,0.001205274,0.000799795,0.0004781507,0.0008453529],"category_scores_gemma":[0.0227755,0.0002323044,0.000767398,0.001372506,0.0004749118,0.0007527081,0.001955576,0.0008240195,0.0001078892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071893,"about_ca_system_score_gemma":0.006034815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007876349,"about_ca_topic_score_gemma":0.01537646,"domain_scores_codex":[0.9877326,0.006763884,0.001868942,0.0005353275,0.0022828,0.0008163361],"domain_scores_gemma":[0.9733008,0.003391309,0.01064229,0.001054992,0.004793631,0.006817003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083171,0.00508609,0.745773,0.001293868,0.0003134412,0.0001037831,0.002171115,0.000576107,0.001508234,0.0002041999,0.006376638,0.2355103],"study_design_scores_gemma":[0.0005820789,0.005969245,0.986655,0.0003908933,0.0001576892,0.00009622698,0.001118565,0.0007989926,0.0005118317,0.00006698054,0.003627138,0.00002544507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747447,0.004455258,0.002748916,0.006532418,0.0001213864,0.002942499,0.001058561,0.0002108931,0.007185332],"genre_scores_gemma":[0.9779037,0.002448316,0.01465673,0.001675459,0.0001179777,0.001220495,0.001118866,0.00001403424,0.0008445912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052107,"threshold_uncertainty_score":0.108527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382139336","doi":"10.1136/bmjoq-2023-002264","title":"Identifying a list of healthcare ‘never events’ to effect system change: a systematic review and narrative synthesis","year":2023,"lang":"en","type":"review","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":22,"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; University of Toronto; Canadian Medical Protective Association","funders":"","keywords":"CINAHL; PsycINFO; MEDLINE; Patient safety; Medicine; Terminology; Systematic review; Health care; Narrative; Medical emergency; Nursing; Psychological intervention; Political science","authors":[{"name":"Cara Bowman","is_ca":true},{"name":"Ria De Gorter","is_ca":true},{"name":"Joanna Zaslow","is_ca":true},{"name":"Jacqueline H. Fortier","is_ca":true},{"name":"Gary Garber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6572377508050231,"gpt":0.6663704965116748,"spread":0.00913274570665168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1059706,0.003179913,0.009692234,0.03202528,0.002356549,0.008214245,0.003955625,0.004594755,0.007276477],"category_scores_gemma":[0.3213457,0.002639153,0.0143734,0.02427764,0.002778547,0.01357384,0.006238461,0.003409095,0.0006933854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0168159,"about_ca_system_score_gemma":0.04166512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008309009,"about_ca_topic_score_gemma":0.02035568,"domain_scores_codex":[0.8324524,0.07923445,0.06435208,0.004890688,0.01743079,0.001639646],"domain_scores_gemma":[0.7039886,0.2299529,0.0375023,0.004749399,0.02237717,0.001429667],"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":[0.0002081385,0.00001935677,0.001083426,0.958384,0.005860922,0.000151378,0.002125652,0.0001958604,0.00007445722,0.00150044,0.002108768,0.02828758],"study_design_scores_gemma":[0.0002944946,0.0001556367,0.001800141,0.9545711,0.02188149,0.0001914112,0.003077926,0.0002002349,0.0003207602,0.00144743,0.01599708,0.00006214165],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007069455,0.9490091,0.007273421,0.00621157,0.001325029,0.02043719,0.005736913,0.0001222588,0.002815113],"genre_scores_gemma":[0.1163022,0.7758673,0.04175009,0.005783742,0.0003660423,0.05599537,0.003022232,0.00005916587,0.0008537832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1059706,"threshold_uncertainty_score":0.5604326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004229093","doi":"10.1136/bmjoq-2019-000811","title":"Checklist for Head Injury Management Evaluation Study (CHIMES): a quality improvement initiative to reduce imaging utilisation for head injuries in the emergency department","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Checklist; Emergency department; PDCA; Quality management; Emergency medicine; Head injury; Psychological intervention; Surgery; Operations management; Nursing","authors":[{"name":"Sameer Masood","is_ca":true},{"name":"V. Woolner","is_ca":true},{"name":"Joo Hyung Yoon","is_ca":true},{"name":"Lucas B. Chartier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3216849382196318,"gpt":0.5534261380920087,"spread":0.2317411998723769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02321436,0.0005747238,0.0006306039,0.002086076,0.001046821,0.0008735525,0.001378302,0.0003741543,0.001776456],"category_scores_gemma":[0.03729842,0.0004388579,0.001184295,0.001839101,0.0006982869,0.0008013169,0.002534201,0.001555052,0.0002731153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006739226,"about_ca_system_score_gemma":0.04274761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09933142,"about_ca_topic_score_gemma":0.2028629,"domain_scores_codex":[0.9873059,0.005925735,0.001800526,0.0005942634,0.00370793,0.000665724],"domain_scores_gemma":[0.9602591,0.006873085,0.01145435,0.001397974,0.01202056,0.007994789],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00222106,0.005512018,0.3732434,0.005002744,0.001068111,0.000198488,0.003823108,0.002668777,0.001275346,0.001360783,0.09734415,0.5062821],"study_design_scores_gemma":[0.002658586,0.00631869,0.9371094,0.001626715,0.0003427901,0.0002000219,0.001678063,0.002290408,0.001143738,0.0005251077,0.04595628,0.0001502496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7798559,0.006344968,0.03088943,0.02968692,0.001520756,0.1004956,0.02567364,0.003720521,0.02181232],"genre_scores_gemma":[0.7482319,0.003826488,0.1697029,0.00811978,0.0003308604,0.04782579,0.01501365,0.0001672575,0.006781416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9767857,"threshold_uncertainty_score":0.1975065,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3127745611","doi":"10.1136/bmjoq-2020-001062","title":"Access to Translator (AT&amp;T) project: Interpreter on Wheels during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Richmond Hospital; Vancouver Coastal Health","funders":"Doctors of BC","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Interpreter; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computer science; Programming language; Medicine; Outbreak","authors":[{"name":"Matthew Kwok","is_ca":true},{"name":"Richard Chan","is_ca":true},{"name":"Cindy Hansen","is_ca":true},{"name":"Kris Thibault","is_ca":true},{"name":"Hing Yi Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6229190081136436,"gpt":0.6691390779052355,"spread":0.04622006979159188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005227708,0.0004349967,0.0003099269,0.0003506399,0.005899751,0.001777494,0.001106429,0.001798448,0.004043451],"category_scores_gemma":[0.01498977,0.0004772994,0.0004309802,0.0002939591,0.002186871,0.001358252,0.004187345,0.002801182,0.0008132972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192222,"about_ca_system_score_gemma":0.003672947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006881512,"about_ca_topic_score_gemma":0.01647576,"domain_scores_codex":[0.995329,0.003143759,0.0002027452,0.0002343297,0.0003329741,0.0007572146],"domain_scores_gemma":[0.9905482,0.00284532,0.001041088,0.0003898601,0.0008237411,0.004351697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001605636,0.009599376,0.158107,0.001221281,0.0001073409,0.03891662,0.4345996,0.001428783,0.007830151,0.001180469,0.05087643,0.2945274],"study_design_scores_gemma":[0.0005705947,0.01931015,0.1632573,0.001147044,0.0001876975,0.02913459,0.65965,0.004057978,0.006038683,0.001668488,0.1145739,0.0004035598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873266,0.0002559399,0.001259465,0.005265809,0.0001611622,0.000240595,0.00009743906,0.00009666382,0.00529637],"genre_scores_gemma":[0.9890721,0.0005078872,0.003652833,0.003471208,0.000153175,0.0003061004,0.00009668107,0.00007764617,0.002662272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006881512,"threshold_uncertainty_score":0.02764714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767314980","doi":"10.1136/bmjoq-2017-000024","title":"London Transfer Project: improving handover documentation from long-term care homes to hospital emergency departments","year":2017,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"London Health Sciences Centre; University of Toronto","funders":"University of Toronto; London Health Sciences Centre","keywords":"Documentation; Long-term care; Quarter (Canadian coin); Emergency department; Baseline (sea); Handover; Transfer (computing); Minimum Data Set; Health care; Medicine; Medical emergency; Psychology; Nursing; Nursing homes; Computer science; Telecommunications; Political science; Geography","authors":[{"name":"Joseph Carson","is_ca":true},{"name":"Stephanie Gottheil","is_ca":true},{"name":"Alan Gob","is_ca":true},{"name":"Sherri Lawson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06407126669323454,"gpt":0.4562054265385904,"spread":0.3921341598453558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02118973,0.0006482138,0.0006532665,0.001883575,0.00191525,0.002224975,0.00178765,0.0007394672,0.004050001],"category_scores_gemma":[0.05135745,0.0005106613,0.0007895446,0.001940738,0.001102111,0.001743736,0.005530791,0.001000409,0.0007322877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009986144,"about_ca_system_score_gemma":0.03581016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1786886,"about_ca_topic_score_gemma":0.2351255,"domain_scores_codex":[0.9877598,0.006448078,0.001282288,0.0006108144,0.00294111,0.000957874],"domain_scores_gemma":[0.9632321,0.008221221,0.00553959,0.002967064,0.01405628,0.00598377],"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":[0.005546242,0.008954481,0.1493859,0.003781812,0.0004211855,0.0006336485,0.02228524,0.001128859,0.002226558,0.000815629,0.06300185,0.7418187],"study_design_scores_gemma":[0.008030003,0.01662346,0.8688124,0.004074388,0.0007425009,0.0004674314,0.02331354,0.002636374,0.004591888,0.0008185335,0.06955536,0.0003340837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496796,0.00212203,0.00603497,0.008752091,0.0004359178,0.01271273,0.005649777,0.001120025,0.01349284],"genre_scores_gemma":[0.926583,0.002184287,0.04582905,0.001995698,0.0001792555,0.008289601,0.005978773,0.0002241786,0.00873615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786886,"threshold_uncertainty_score":0.355297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969935701","doi":"10.1136/bmjoq-2018-000596","title":"Quality of care during childbirth at public health facilities in Bangladesh: a cross-sectional study using WHO/UNICEF ‘Every Mother Every Newborn (EMEN)’ standards","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; UNICEF; Styrelsen för Internationellt Utvecklingssamarbete; Global Affairs Canada; Bill and Melinda Gates Foundation; Ministry of Health and Family Welfare; Department for International Development","keywords":"Medicine; Childbirth; Referral; Health facility; Cross-sectional study; Health care; Public health; Nursing; Family medicine; Environmental health; Medical emergency; Population; Pregnancy; Health services","authors":[{"name":"Sk Masum Billah","is_ca":false},{"name":"Mohiuddin Ahsanul Kabir Chowdhury","is_ca":false},{"name":"Abdullah Nurus Salam Khan","is_ca":false},{"name":"Farhana Karim","is_ca":false},{"name":"Aniqa Hassan","is_ca":false},{"name":"Nabila Zaka","is_ca":false},{"name":"Shams El Arifeen","is_ca":false},{"name":"Alexander Manu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1438222537569752,"gpt":0.4729459826032663,"spread":0.3291237288462912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166829,0.0002290186,0.0003095079,0.001100616,0.0007882543,0.0008328243,0.0005240766,0.0004864847,0.001805934],"category_scores_gemma":[0.004189189,0.0005073986,0.0003679493,0.002621856,0.0005877388,0.0008878655,0.0007883388,0.0007825841,0.0002973937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786921,"about_ca_system_score_gemma":0.001020077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0337771,"about_ca_topic_score_gemma":0.03919828,"domain_scores_codex":[0.9987077,0.0003364927,0.0002692858,0.0001596722,0.0002864825,0.0002403707],"domain_scores_gemma":[0.9965668,0.0005621194,0.00195577,0.0001427663,0.0004254731,0.0003470784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002220825,0.00005408101,0.9954159,0.00006820149,0.00002411975,0.00007492832,0.002773877,0.00001918962,0.0001351402,0.00001594393,0.000102074,0.001294332],"study_design_scores_gemma":[0.00000316766,0.0001873949,0.9907865,0.00004887695,0.000008326433,0.0001281298,0.008505006,0.0000388421,0.00003265519,0.000006619844,0.000246528,0.000007906807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986756,0.0001691749,0.00003697183,0.00009070179,0.000002417393,0.00004058478,0.0005728761,0.000001726019,0.0004099336],"genre_scores_gemma":[0.9991902,0.000281872,0.00008312523,0.00004192895,0.000002952807,0.00004175879,0.0002658126,0.00000104897,0.00009138493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0337771,"threshold_uncertainty_score":0.06716096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111428384","doi":"10.1136/bmjoq-2020-001106","title":"Introducing an innovative model of acute paediatric mental health and addictions care to paediatric emergency departments: a protocol for a multicentre prospective cohort study","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Stollery Children's Hospital; McMaster University; McMaster Children's Hospital; Alberta Health Services; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"Alberta Innovates","keywords":"Medicine; Mental health; Prospective cohort study; Addiction; Cohort; Medical emergency; Protocol (science); Cohort study; Emergency medicine; Family medicine; Psychiatry; Alternative medicine","authors":[{"name":"Stephen B. Freedman","is_ca":true},{"name":"Jennifer Thull‐Freedman","is_ca":true},{"name":"Teresa Lightbody","is_ca":true},{"name":"Kassi Prisnie","is_ca":true},{"name":"Bruce Wright","is_ca":true},{"name":"Angela Coulombe","is_ca":true},{"name":"Linda M. Anderson","is_ca":true},{"name":"Antonia Stang","is_ca":true},{"name":"Angelo Mikrogianakis","is_ca":true},{"name":"Lindy VanRiper","is_ca":true},{"name":"Michael Stubbs","is_ca":true},{"name":"Amanda S. Newton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1277577678869198,"gpt":0.4992240064456622,"spread":0.3714662385587424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09058795,0.003594316,0.003833887,0.002833816,0.005214298,0.003112644,0.004395152,0.0040301,0.02273046],"category_scores_gemma":[0.04478662,0.003561512,0.004666657,0.003646595,0.002720711,0.002676532,0.003479434,0.005273089,0.005248512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008034354,"about_ca_system_score_gemma":0.03203848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009259921,"about_ca_topic_score_gemma":0.0154087,"domain_scores_codex":[0.943316,0.04233272,0.006192661,0.002595831,0.00282112,0.002741755],"domain_scores_gemma":[0.9674237,0.01003543,0.004227513,0.006521191,0.009107425,0.002684778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3712543,0.1123072,0.05222924,0.0455427,0.00388194,0.004198437,0.02022174,0.01870959,0.008573453,0.02571254,0.09633131,0.2410376],"study_design_scores_gemma":[0.4404968,0.145097,0.1096224,0.01800554,0.001855622,0.0006887079,0.01010529,0.01492861,0.005181146,0.01106547,0.2417219,0.001231533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002414723,0.00004825263,0.00261437,0.00009986704,0.00008157108,0.9937332,0.0006761865,0.00002552665,0.0003062096],"genre_scores_gemma":[0.001048701,0.00002854076,0.002821546,0.0000493372,0.00001089145,0.995858,0.0001130229,0.000001865059,0.00006814762],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09058795,"threshold_uncertainty_score":0.4790806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047063162","doi":"10.1136/bmjoq-2020-000915","title":"Meta-analysis of interventions to reduce door to needle times in acute ischaemic stroke patients","year":2020,"lang":"en","type":"review","venue":"BMJ Open Quality","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; University of Calgary; Queen's University; University of British Columbia","funders":"Alberta Health Services","keywords":"Ischaemic stroke; Psychological intervention; Medicine; Stroke (engine); Acute stroke; Meta-analysis; Emergency medicine; Internal medicine; Cardiology; Ischemia; Tissue plasminogen activator; Engineering; Nursing","authors":[{"name":"Michael Siarkowski","is_ca":true},{"name":"Katie Lin","is_ca":true},{"name":"Shari S Li","is_ca":true},{"name":"Abdulaziz Al Sultan","is_ca":true},{"name":"Heather Ganshorn","is_ca":true},{"name":"Noreen Kamal","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4025132579326275,"gpt":0.5407564321091861,"spread":0.1382431741765586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02693425,0.003835233,0.02442035,0.008205897,0.0007206107,0.005165096,0.002276989,0.002802778,0.004255906],"category_scores_gemma":[0.06663082,0.00164973,0.05880696,0.006679588,0.0007287428,0.002373696,0.001960788,0.00290171,0.0003966894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351166,"about_ca_system_score_gemma":0.004534663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005551162,"about_ca_topic_score_gemma":0.008464371,"domain_scores_codex":[0.9744236,0.01587994,0.005467866,0.001570654,0.002153592,0.0005043524],"domain_scores_gemma":[0.9660411,0.02665567,0.004175775,0.0009844843,0.001802174,0.0003409101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00391202,0.0000469724,0.001819151,0.1820787,0.8015478,0.00006092522,0.00005571433,0.0006471404,0.0001022075,0.0001268914,0.0003846724,0.009217802],"study_design_scores_gemma":[0.00124396,0.0003667914,0.001642297,0.01333557,0.9820848,0.00003958497,0.00002883072,0.0002510045,0.0001031077,0.0002131853,0.0006737344,0.00001718884],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008795283,0.9872991,0.001243894,0.0003793202,0.0004995709,0.0007513564,0.0004887158,0.00005958159,0.000483179],"genre_scores_gemma":[0.296947,0.6884868,0.006645765,0.001388554,0.0007051333,0.003948522,0.001134934,0.0000664757,0.0006768967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02693425,"threshold_uncertainty_score":0.1424437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771721752","doi":"10.1136/bmjoq-2017-000060","title":"Transition from a dedicated to a non-dedicated, ward-based pharmacist antimicrobial stewardship programme model in a non-academic hospital and its impact on length of stay of patients admitted with pneumonia: a prospective observational study","year":2017,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Pharmacist; Antimicrobial stewardship; Medicine; Audit; Clinical pharmacy; Emergency medicine; Family medicine; Pharmacy; Antibiotics; Antibiotic resistance","authors":[{"name":"Giulio DiDiodato","is_ca":true},{"name":"Leslie McAthur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018866637043938,"gpt":0.4180048453980998,"spread":0.3161181816937061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002718253,0.0004023136,0.0007172751,0.0008265324,0.001106314,0.001764937,0.0008771201,0.001090527,0.00155666],"category_scores_gemma":[0.007639245,0.0006312696,0.001328826,0.001461747,0.0007136008,0.001745019,0.001296292,0.002242771,0.0003336828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215354,"about_ca_system_score_gemma":0.00280264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006367,"about_ca_topic_score_gemma":0.01299983,"domain_scores_codex":[0.9966962,0.001174129,0.0004519109,0.0005431729,0.0004917245,0.000642821],"domain_scores_gemma":[0.9920328,0.001078922,0.003301222,0.0003409546,0.0006601974,0.002585915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009816244,0.001983443,0.9939604,0.00004838376,0.0001347745,0.0001352705,0.0006206842,0.00006494765,0.0001218557,0.00001957414,0.0001658642,0.001763269],"study_design_scores_gemma":[0.0001724372,0.005399307,0.9907137,0.00004713288,0.0000775459,0.0002156879,0.002604348,0.0003728662,0.00006615461,0.00002028388,0.0002856376,0.00002468818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996502,0.00006450644,0.00002781965,0.0000283081,0.000004899486,0.00004787197,0.00008367617,0.00000120392,0.00009139327],"genre_scores_gemma":[0.9993248,0.00009710147,0.0001077128,0.0001017291,0.000015788,0.00008395438,0.000196109,0.000001999983,0.00007071839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006367,"threshold_uncertainty_score":0.02001017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036161947","doi":"10.1136/bmjoq-2019-000814","title":"Improving transitions from acute care to home among complex older adults using the LACE Index and care coordination","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Covenant Health; University of Alberta","funders":"","keywords":"Medicine; Emergency department; Intervention (counseling); Emergency medicine; Charlson comorbidity index; Transitional care; Acute care; Health care; Comorbidity; Internal medicine; Nursing","authors":[{"name":"Lesley Charles","is_ca":true},{"name":"Lisa Toft Jensen","is_ca":true},{"name":"Jacqueline Torti","is_ca":true},{"name":"Jasneet Parmar","is_ca":true},{"name":"Bonnie Dobbs","is_ca":true},{"name":"Peter George Jaminal Tian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08388214167409655,"gpt":0.3952743031033633,"spread":0.3113921614292667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002314078,0.0003895203,0.0004151597,0.0008416057,0.0004898912,0.0007987649,0.0004329269,0.0003256137,0.001451411],"category_scores_gemma":[0.007880385,0.0001073151,0.0005527231,0.0004787963,0.0002234858,0.0004791136,0.001032319,0.0006042151,0.00009732343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638857,"about_ca_system_score_gemma":0.002196532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009219487,"about_ca_topic_score_gemma":0.01302725,"domain_scores_codex":[0.9984965,0.000676193,0.000157841,0.0001417156,0.0003296743,0.0001979802],"domain_scores_gemma":[0.9963015,0.0006852114,0.001239796,0.0001008192,0.0004247487,0.001247916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001956705,0.005477699,0.8048304,0.0004329872,0.0005288456,0.00007171974,0.000723967,0.001077237,0.000815579,0.0001795537,0.005798995,0.1781063],"study_design_scores_gemma":[0.0002856703,0.002794352,0.9931307,0.0001330264,0.0001544264,0.00006784702,0.000316996,0.001474838,0.0003566146,0.000109688,0.001159185,0.00001646599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941394,0.0007646166,0.0006679184,0.001138837,0.00003085514,0.0003190725,0.0003038934,0.00006249684,0.002573031],"genre_scores_gemma":[0.996329,0.0003322626,0.002315439,0.0002102292,0.00003622846,0.0002626795,0.0002704678,0.000003343551,0.0002404302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009219487,"threshold_uncertainty_score":0.01833165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036103400","doi":"10.1136/bmjoq-2020-000937","title":"Processes and tools to improve teamwork and communication in surgical settings: a narrative review","year":2020,"lang":"en","type":"review","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Sinai Health System; Humber Polytechnic; Canadian Patient Safety Institute; Toronto Metropolitan University","funders":"Canadian Patient Safety Institute","keywords":"Patient safety; Health care; Harm; Teamwork; Medicine; Medical emergency; Nursing; Psychology","authors":[{"name":"Sherry Espin","is_ca":true},{"name":"Alyssa Indar","is_ca":true},{"name":"Marketa Gross","is_ca":true},{"name":"Antoniette Labricciosa","is_ca":true},{"name":"Maryanne D’Arpino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3996345015709353,"gpt":0.6339500134065528,"spread":0.2343155118356175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009059796,0.001075904,0.001600781,0.00616791,0.0009400146,0.003757816,0.002284566,0.002232559,0.005153131],"category_scores_gemma":[0.04803031,0.0004807021,0.002461761,0.006348735,0.001236008,0.00370172,0.002372827,0.0022564,0.000854042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00378823,"about_ca_system_score_gemma":0.01501047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008964418,"about_ca_topic_score_gemma":0.01885515,"domain_scores_codex":[0.9925528,0.00309562,0.002005177,0.0004918238,0.00158989,0.0002645722],"domain_scores_gemma":[0.9613496,0.0297575,0.004177172,0.0005828764,0.003619405,0.0005135132],"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":[0.0001461217,0.0001241288,0.0008461128,0.4101479,0.0006328462,0.0002369755,0.001912959,0.0002596412,0.0001182047,0.004652611,0.01924982,0.5616726],"study_design_scores_gemma":[0.00006151478,0.0001779663,0.002480451,0.7454891,0.002024913,0.0007674107,0.00139729,0.0001214918,0.0001497588,0.001504916,0.2457741,0.00005107454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002369006,0.9978452,0.0001577712,0.0008238092,0.0001559478,0.00007642509,0.0000516336,0.000005678632,0.0006468052],"genre_scores_gemma":[0.004157912,0.9938241,0.0007613844,0.0007680207,0.0001359716,0.00015939,0.00005626915,0.000005249828,0.0001316836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009059796,"threshold_uncertainty_score":0.04791337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890029791","doi":"10.1136/bmjoq-2018-000420","title":"Medical students as agents of change: a qualitative exploratory study","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Innovations in Medical Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health","funders":"Scottish Funding Council; NHS Education for Scotland; University of Dundee","keywords":"Medical education; Multidisciplinary approach; Quality management; Quality (philosophy); Health care; Focus group; Psychology; Qualitative research; Experiential learning; Exploratory research; Nursing; Medicine; Pedagogy; Business; Sociology; Political science","authors":[{"name":"Emma Burnett","is_ca":false},{"name":"Peter Davey","is_ca":true},{"name":"Nicola Gray","is_ca":false},{"name":"Vicki Tully","is_ca":true},{"name":"Jenna Breckenridge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4985957238567985,"gpt":0.6726877481401132,"spread":0.1740920242833147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01502229,0.0007224941,0.001039802,0.00170656,0.007694183,0.005611651,0.002043432,0.002442557,0.003880346],"category_scores_gemma":[0.02027136,0.0007473312,0.0005578171,0.00190473,0.008336788,0.003718091,0.007512117,0.003376105,0.0005183732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024301,"about_ca_system_score_gemma":0.004520589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394331,"about_ca_topic_score_gemma":0.004256765,"domain_scores_codex":[0.9851452,0.01131513,0.0003337058,0.0006492588,0.0009226399,0.001634017],"domain_scores_gemma":[0.9801384,0.01454926,0.001487773,0.0004762502,0.00117977,0.002168562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007952281,0.0002220931,0.004775687,0.000232957,0.000007715422,0.001042431,0.9831856,0.00004145763,0.000791349,0.00119387,0.0006071466,0.00782008],"study_design_scores_gemma":[0.00001497513,0.0001790639,0.002157069,0.0002352429,0.000007323731,0.0004204678,0.9842926,0.0001262665,0.0003975473,0.0003695439,0.01178434,0.00001557522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865648,0.0009713615,0.003315767,0.002933074,0.0001254042,0.0006845096,0.0001648505,0.0000267371,0.005213611],"genre_scores_gemma":[0.9924917,0.0007499528,0.001536311,0.001234116,0.00003869145,0.0006751655,0.00007273442,0.00002164977,0.003179731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502229,"threshold_uncertainty_score":0.07944643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126867613","doi":"10.1136/bmjoq-2020-001088","title":"Improving antibiotic initiation and duration prescribing among nursing home physicians using an audit and feedback intervention: a theory-informed qualitative analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Duration (music); Audit; Intervention (counseling); Medicine; Nursing; Family medicine; Psychology; Business","authors":[{"name":"Celia Laur","is_ca":true},{"name":"Thivja Sribaskaran","is_ca":true},{"name":"Michelle Simeoni","is_ca":true},{"name":"Laura Desveaux","is_ca":true},{"name":"Nick Daneman","is_ca":true},{"name":"Cara Mulhall","is_ca":true},{"name":"Jonathan Lam","is_ca":true},{"name":"Noah Ivers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07371508287644205,"gpt":0.4192788130208261,"spread":0.3455637301443841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0199742,0.0004250317,0.0005564714,0.001708208,0.00481051,0.002252879,0.001636288,0.0009809377,0.002462034],"category_scores_gemma":[0.02624827,0.0004309544,0.0004799757,0.001878067,0.004716032,0.001558406,0.002620034,0.001286584,0.0002139571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193674,"about_ca_system_score_gemma":0.01372369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643561,"about_ca_topic_score_gemma":0.02989366,"domain_scores_codex":[0.9878279,0.009172834,0.0003841374,0.0004581372,0.001095881,0.001061159],"domain_scores_gemma":[0.9682168,0.02584442,0.001185926,0.0006382369,0.003102845,0.001011765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001376084,0.0003080351,0.005313876,0.001187097,0.00001021531,0.0007212291,0.9437265,0.0002530577,0.001606179,0.003067496,0.001726661,0.04194203],"study_design_scores_gemma":[0.0001001435,0.0004223718,0.007377267,0.002078069,0.00003097504,0.0002863925,0.9601065,0.001068086,0.002472491,0.00237242,0.0236434,0.00004181537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610529,0.0006404156,0.01783553,0.004178904,0.00009673755,0.004656944,0.0006853837,0.00006176324,0.01079148],"genre_scores_gemma":[0.9566163,0.0009215401,0.03149558,0.001293945,0.00002781444,0.004496476,0.0002765636,0.00003741403,0.004834257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0199742,"threshold_uncertainty_score":0.1056349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220999931","doi":"10.1136/bmjoq-2021-001698","title":"Rapid implementation of an outpatient arthroplasty care pathway: a COVID-19-driven quality improvement initiative","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quality management; 2019-20 coronavirus outbreak; Quality (philosophy); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Medical emergency; Operations management; Internal medicine; Virology; Engineering","authors":[{"name":"Sharon Peacock","is_ca":true},{"name":"Jesse Wolfstadt","is_ca":true},{"name":"Miki Peer","is_ca":true},{"name":"Yehoshua Gleicher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1449299023225182,"gpt":0.4666568265641253,"spread":0.3217269242416072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02333143,0.0005752816,0.0003656268,0.001272156,0.001963831,0.003074024,0.001803264,0.0007064412,0.002049947],"category_scores_gemma":[0.02934696,0.00037339,0.0006514358,0.0009491678,0.0008255749,0.001412732,0.006033336,0.001825235,0.0003378614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005528402,"about_ca_system_score_gemma":0.04133551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006516724,"about_ca_topic_score_gemma":0.01290381,"domain_scores_codex":[0.9789778,0.0126402,0.002199238,0.00077357,0.003352663,0.00205656],"domain_scores_gemma":[0.9518184,0.004970559,0.008278693,0.00157439,0.008779292,0.02457867],"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":[0.001067921,0.01597362,0.3626703,0.003578084,0.0002462527,0.001229154,0.01344098,0.002545217,0.01037974,0.003042838,0.02352046,0.5623055],"study_design_scores_gemma":[0.001620984,0.0224968,0.8415073,0.003059382,0.0002738115,0.001871314,0.02409487,0.009433146,0.006547455,0.001856717,0.08698648,0.0002517802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126951,0.001552602,0.02719479,0.02712981,0.0005920135,0.01187711,0.0008042465,0.0008619777,0.01729237],"genre_scores_gemma":[0.860238,0.0009982935,0.1275026,0.004383374,0.0002298397,0.003258146,0.001337635,0.00008028965,0.001971937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333143,"threshold_uncertainty_score":0.1233898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992227989","doi":"10.1136/bmjoq-2018-000470","title":"Appropriate use of CT for patients presenting with suspected renal colic: a quality improvement study","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Renal colic; Medicine; Emergency department; Audit; Population; Radiology; Psychological intervention; Emergency medicine; Pediatrics","authors":[{"name":"Jonah Himelfarb","is_ca":true},{"name":"Anand Lakhani","is_ca":true},{"name":"Dominick Shelton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1167446091029862,"gpt":0.433651023530099,"spread":0.3169064144271129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02880619,0.0002608176,0.0006695346,0.002728794,0.0007959609,0.002158957,0.0008444726,0.0007123941,0.001320276],"category_scores_gemma":[0.07719299,0.0004108184,0.001407469,0.005562682,0.001049597,0.002492643,0.002508146,0.001236712,0.0001715658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004450984,"about_ca_system_score_gemma":0.00638006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007592151,"about_ca_topic_score_gemma":0.007910985,"domain_scores_codex":[0.9815199,0.00874242,0.003928586,0.001139213,0.003464708,0.001205178],"domain_scores_gemma":[0.8771266,0.03222211,0.05987298,0.003619676,0.01731913,0.009839561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004999664,0.0005688324,0.97945,0.0003657688,0.0001821209,0.00005054765,0.0009846548,0.000187159,0.00007529616,0.00007101613,0.0008113906,0.01675329],"study_design_scores_gemma":[0.0002110975,0.001946672,0.9934477,0.0003780256,0.0001642868,0.0001044971,0.001606642,0.0008085353,0.0001352861,0.00005606468,0.001117888,0.00002338617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918937,0.001661058,0.0009215684,0.002298905,0.00004951889,0.0009526865,0.0008545468,0.00003224961,0.001335711],"genre_scores_gemma":[0.9959054,0.0006270182,0.001955403,0.0003368397,0.00004035015,0.0004410736,0.0006182646,0.000007526723,0.00006811371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880619,"threshold_uncertainty_score":0.1523435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047299176","doi":"10.1136/bmjoq-2019-000770","title":"The development of a quality improvement project to improve infection prevention and management in patients with asplenia or hyposplenia","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Hospital for Sick Children; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Asplenia; Vaccination; Quality management; Family medicine; Infection control; Medical emergency; Intensive care medicine; Internal medicine; Immunology; Management system","authors":[{"name":"Natalya E O'Neill","is_ca":true},{"name":"Jillian M. Baker","is_ca":true},{"name":"Richard Ward","is_ca":true},{"name":"Colleen Johnson","is_ca":true},{"name":"Linda R. Taggart","is_ca":true},{"name":"Michelle Sholzberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1126383294539281,"gpt":0.4421940800178426,"spread":0.3295557505639145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06928536,0.0006913208,0.0005885505,0.001353338,0.001897001,0.002336637,0.0014305,0.0007772311,0.001871458],"category_scores_gemma":[0.06318808,0.0005442032,0.001108086,0.001533412,0.001290651,0.001847302,0.003867625,0.001989936,0.0003307015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533011,"about_ca_system_score_gemma":0.03173469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003983085,"about_ca_topic_score_gemma":0.003883755,"domain_scores_codex":[0.9432667,0.04184868,0.004419261,0.001860737,0.005620215,0.00298437],"domain_scores_gemma":[0.9222706,0.02051265,0.01192218,0.007277543,0.02009602,0.01792113],"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":[0.003031434,0.02065609,0.2321923,0.003444519,0.0004047511,0.0004744428,0.009320433,0.005947402,0.007631924,0.002129544,0.006530477,0.7082368],"study_design_scores_gemma":[0.01115671,0.152589,0.7054603,0.00425003,0.001064344,0.001270702,0.02083907,0.02321994,0.02171212,0.003093688,0.05507542,0.0002686975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145403,0.001313323,0.07776327,0.0129803,0.0004739011,0.08346388,0.001171734,0.0008192448,0.007474085],"genre_scores_gemma":[0.6694893,0.0009336421,0.2973814,0.002203563,0.0001661877,0.02643515,0.00167318,0.00005140215,0.001666284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06928536,"threshold_uncertainty_score":0.3664204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393853341","doi":"10.1136/bmjoq-2023-002721","title":"Patient and healthcare professional perspectives on the Practical Guide to Implementing PROMs in Gender-Affirming Care (PG-PROM-GAC): analysis of open-ended responses from patients and healthcare professionals","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Prom; Health care; Health professionals; Medicine; Computer-assisted web interviewing; Family medicine; Psychology; Nursing; Political science; Obstetrics","authors":[{"name":"Rakhshan Kamran","is_ca":false},{"name":"Liam Jackman","is_ca":true},{"name":"Anna Laws","is_ca":false},{"name":"Melissa Stepney","is_ca":false},{"name":"Conrad Harrison","is_ca":false},{"name":"Abhilash Jain","is_ca":false},{"name":"Jeremy Rodrigues","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2457225713273342,"gpt":0.6135470806572806,"spread":0.3678245093299464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07220134,0.0004736238,0.0007210383,0.001776436,0.003056987,0.003352483,0.001207096,0.002196172,0.002281253],"category_scores_gemma":[0.1187792,0.0005802856,0.0006900536,0.001737987,0.003763695,0.003641455,0.007558357,0.002651657,0.0005295199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297752,"about_ca_system_score_gemma":0.008718548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237962,"about_ca_topic_score_gemma":0.001672638,"domain_scores_codex":[0.9179221,0.0703316,0.004000597,0.001127453,0.004415151,0.002203118],"domain_scores_gemma":[0.8584577,0.1154223,0.009227515,0.002586519,0.01077453,0.003531327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001192002,0.000125176,0.02072175,0.001446599,0.00002605231,0.0004349837,0.9296315,0.00009938984,0.0009989386,0.001280419,0.004514296,0.04060161],"study_design_scores_gemma":[0.00005026734,0.0003935568,0.01475676,0.001610232,0.00002061457,0.0005705396,0.9608805,0.0002771245,0.0006542304,0.001530175,0.01918753,0.00006843116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529924,0.001407815,0.01383465,0.02121981,0.0002286275,0.003411438,0.0008436286,0.00009512361,0.005966569],"genre_scores_gemma":[0.962746,0.001756034,0.01992011,0.007000372,0.00007024788,0.006869092,0.0003485298,0.00003893578,0.001250702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07220134,"threshold_uncertainty_score":0.3818418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125649098","doi":"10.1136/bmjoq-2020-001161","title":"Preventable adverse drug events causing hospitalisation: identifying root causes and developing a surveillance and learning system at an urban community hospital, a cross-sectional observational study","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University; University of British Columbia; Richmond Hospital","funders":"Vancouver Coastal Health Research Institute","keywords":"Observational study; Cross-sectional study; Medicine; Adverse effect; Root cause analysis; Drug; Environmental health; Medical emergency; Pharmacology; Internal medicine","authors":[{"name":"Jane de Lemos","is_ca":true},{"name":"Peter Loewen","is_ca":true},{"name":"Cheryl Nagle","is_ca":false},{"name":"Robert M. McKenzie","is_ca":false},{"name":"Yong Dong You","is_ca":true},{"name":"Anna Dabu","is_ca":true},{"name":"Peter P. Ling","is_ca":true},{"name":"Richard Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4801060867886598,"gpt":0.5680339561260433,"spread":0.0879278693373835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002422379,0.0003319444,0.0003475184,0.001196433,0.001277861,0.0009086485,0.0004601504,0.0006092195,0.001283611],"category_scores_gemma":[0.005553534,0.0007818181,0.0004269146,0.001143418,0.0005267424,0.001343546,0.001151953,0.0009911796,0.0002347501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542912,"about_ca_system_score_gemma":0.002407067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397622,"about_ca_topic_score_gemma":0.03383302,"domain_scores_codex":[0.9983345,0.0007045242,0.0001954431,0.0001826263,0.0002508194,0.0003320774],"domain_scores_gemma":[0.995442,0.0009981482,0.001561136,0.0001942458,0.0007090115,0.001095308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004724474,0.0003565481,0.9969792,0.00002972505,0.00001341186,0.0001189604,0.001202403,0.00002182379,0.0001272862,0.000008882308,0.00008890194,0.001005606],"study_design_scores_gemma":[0.00002363494,0.0009454666,0.9912342,0.00002987443,0.00001765347,0.0002227524,0.007009463,0.0002302344,0.00008507276,0.00001254386,0.0001776481,0.00001146352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994943,0.00004705417,0.00008005986,0.00004566104,0.000001707778,0.00007960315,0.0001218928,0.000001921115,0.0001278018],"genre_scores_gemma":[0.9991195,0.00009887495,0.000337051,0.00008648924,0.000005955131,0.00008108812,0.0001931074,0.000001497273,0.00007644924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397622,"threshold_uncertainty_score":0.04767329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022497553","doi":"10.1136/bmjoq-2020-000924","title":"Improving the paediatric surgery patient experience: an 8-year analysis of narrative quality data","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"BC Children's Hospital; Children's Hospital Foundation","keywords":"Quality management; Timeline; Thematic analysis; Medicine; Narrative; Health care; Patient experience; Quality (philosophy); Patient satisfaction; Qualitative property; Data collection; Medical education; Nursing; Qualitative research; Operations management; Computer science; Engineering","authors":[{"name":"Julie M. Robillard","is_ca":true},{"name":"Stephanie Bourne","is_ca":true},{"name":"Mallorie T. Tam","is_ca":true},{"name":"Patricia Page","is_ca":true},{"name":"Elizabeth A. Lamb","is_ca":true},{"name":"Carmina Gogal","is_ca":true},{"name":"Erik D. Skarsgard","is_ca":true},{"name":"Kourosh Afshar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6042338112109766,"gpt":0.6102329892430981,"spread":0.005999178032121466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01765867,0.0002575714,0.0004415167,0.004052434,0.001819856,0.002168924,0.0007872686,0.000527799,0.001135671],"category_scores_gemma":[0.06004855,0.0003615347,0.0004626666,0.004761259,0.001524379,0.002311802,0.003692894,0.001040103,0.0002387258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426495,"about_ca_system_score_gemma":0.004395954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043686,"about_ca_topic_score_gemma":0.0174438,"domain_scores_codex":[0.9918659,0.004747479,0.0008398113,0.000378205,0.001479612,0.0006889136],"domain_scores_gemma":[0.9478176,0.0289243,0.009748833,0.002096894,0.01019689,0.001215377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003533596,0.0002073223,0.1938937,0.001054586,0.00006648472,0.0014905,0.7563684,0.0002125775,0.001038219,0.000559327,0.002540209,0.04221528],"study_design_scores_gemma":[0.00002914924,0.000457616,0.3215053,0.001176667,0.00007470842,0.001142388,0.653336,0.0007348732,0.001092199,0.0003914994,0.01998073,0.00007890406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950099,0.0003758879,0.001232685,0.0005517882,0.00001615774,0.0004903449,0.001315095,0.000009785354,0.0009984131],"genre_scores_gemma":[0.9915127,0.0007540897,0.004065149,0.0002009852,0.00001620824,0.0009627025,0.001783361,0.00002180575,0.0006829872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765867,"threshold_uncertainty_score":0.09338909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310747626","doi":"10.1136/bmjoq-2022-002004","title":"Support for healthcare workers and patients after medical error through mutual healing: another step towards patient safety","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Patient Safety Institute; University of Alberta","funders":"Healthcare Excellence Canada","keywords":"Patient safety; Health care; Psychology; Medicine; Nursing; Medical emergency; Political science","authors":[{"name":"Diane Aubin","is_ca":true},{"name":"Allison Soprovich","is_ca":true},{"name":"Fabiola Diaz Carvallo","is_ca":true},{"name":"Deborah Prowse","is_ca":true},{"name":"Dean T. Eurich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2376948911868706,"gpt":0.5386752790140551,"spread":0.3009803878271845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03331578,0.001169116,0.001058698,0.002387112,0.01776157,0.01492945,0.004094658,0.008359359,0.006378298],"category_scores_gemma":[0.05310112,0.0006665,0.001867446,0.00118645,0.01905777,0.01715266,0.02339889,0.01233267,0.001029192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00532931,"about_ca_system_score_gemma":0.02461693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202041,"about_ca_topic_score_gemma":0.00229305,"domain_scores_codex":[0.961227,0.02982501,0.001178535,0.001211324,0.003566743,0.002991391],"domain_scores_gemma":[0.9304124,0.04053551,0.007295601,0.004112834,0.00517885,0.01246483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001285872,0.000579633,0.006703544,0.001812394,0.0001107893,0.002042701,0.8314449,0.0002228914,0.001261331,0.03743493,0.01149741,0.1067608],"study_design_scores_gemma":[0.00009008236,0.0006120561,0.005621138,0.00323899,0.0001076508,0.002294538,0.8155404,0.000772088,0.0009948579,0.05806628,0.1125325,0.0001293991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3847883,0.008874509,0.06897162,0.4395187,0.003419223,0.002118,0.000126771,0.0005840654,0.09159874],"genre_scores_gemma":[0.9452444,0.00259313,0.0346496,0.01285006,0.0004791071,0.0008218092,0.00006289638,0.00007776582,0.003221307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03331578,"threshold_uncertainty_score":0.1761928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965712295","doi":"10.1136/bmjoq-2018-000592","title":"Evidence-based practice ‘on-the-go’: using ViaTherapy as a tool to enhance clinical decision making in upper limb rehabilitation after stroke, a quality improvement initiative","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"University of East Anglia; Canadian Stroke Network","keywords":"Rehabilitation; Psychological intervention; Medicine; Evidence-based practice; Stroke (engine); Physical medicine and rehabilitation; Baseline (sea); Evidence-based medicine; Best practice; Physical therapy; Task (project management); Nursing; Alternative medicine","authors":[{"name":"Nicola Hancock","is_ca":false},{"name":"Kathryn Collins","is_ca":false},{"name":"Charlie Dorer","is_ca":false},{"name":"Steven L. Wolf","is_ca":false},{"name":"Mark Bayley","is_ca":true},{"name":"Valerie M. Pomeroy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1699774054804207,"gpt":0.5560780562138851,"spread":0.3861006507334644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1462864,0.0009422384,0.001953884,0.00694614,0.002241772,0.009621567,0.003083779,0.003192081,0.005932621],"category_scores_gemma":[0.2946635,0.001130767,0.002340382,0.005542627,0.003454553,0.007452435,0.01145136,0.004702244,0.001770241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456388,"about_ca_system_score_gemma":0.01975769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051237,"about_ca_topic_score_gemma":0.00674537,"domain_scores_codex":[0.7803131,0.1743959,0.01796301,0.003850157,0.02162464,0.001853235],"domain_scores_gemma":[0.7341522,0.2003474,0.02439193,0.01415528,0.01694543,0.01000776],"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":[0.0003787121,0.001099857,0.005436595,0.01395068,0.0004223269,0.0001942348,0.01326676,0.0003092278,0.0009361113,0.002718745,0.02152396,0.9397628],"study_design_scores_gemma":[0.00428171,0.01126629,0.08294113,0.2273534,0.003639009,0.003417269,0.02639329,0.003557483,0.006615118,0.02417928,0.6054919,0.0008641516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.244835,0.115248,0.1495218,0.3025727,0.006777964,0.04115977,0.002268817,0.004309498,0.1333065],"genre_scores_gemma":[0.3623207,0.04391152,0.5571326,0.01733283,0.00102288,0.0123893,0.0009335896,0.0004288641,0.004527764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1462864,"threshold_uncertainty_score":0.7736454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210163311","doi":"10.1136/bmjoq-2021-001391","title":"Enhancing palliative care occupancy and efficiency: a quality improvement project that uses a healthcare pathway for service integration and policy development","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"King Fahad Medical City","keywords":"Multidisciplinary approach; Psychological intervention; Quality management; Service (business); Health care; Intervention (counseling); Operations management; Nursing; Multidisciplinary team; Palliative care; Process management; Business; PDCA; Medicine; Medical emergency; Engineering; Marketing; Political science","authors":[{"name":"Sami Ayed Alshammary","is_ca":false},{"name":"Yacoub Abuzied","is_ca":false},{"name":"Savithiri Ratnapalan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4354694905016494,"gpt":0.574491260113023,"spread":0.1390217696113736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02388237,0.0005238826,0.0003066968,0.001053503,0.004744542,0.003031257,0.001524947,0.001298966,0.001842043],"category_scores_gemma":[0.02821232,0.0004879652,0.0008044856,0.001079936,0.002714383,0.002227153,0.005834739,0.003149325,0.0002997935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004449894,"about_ca_system_score_gemma":0.03428831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750793,"about_ca_topic_score_gemma":0.01501968,"domain_scores_codex":[0.9775321,0.01628874,0.000730523,0.0007414201,0.002403685,0.00230354],"domain_scores_gemma":[0.9671627,0.007597857,0.002902381,0.002217241,0.004522912,0.01559697],"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":[0.001067209,0.02867493,0.1276154,0.002547827,0.0004355876,0.002556414,0.07316959,0.01579547,0.01088861,0.009385414,0.02632137,0.7015422],"study_design_scores_gemma":[0.005491878,0.06252871,0.3620141,0.003190193,0.0007259764,0.005023194,0.1592896,0.04851877,0.03320814,0.01704012,0.3022918,0.000677549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208249,0.000596905,0.03580756,0.02646346,0.0003496625,0.006596769,0.000322509,0.0006009091,0.008437362],"genre_scores_gemma":[0.8343452,0.0009114859,0.1544202,0.003795319,0.0001689822,0.003127562,0.000479064,0.0001518276,0.002600353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388237,"threshold_uncertainty_score":0.1263036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327575284","doi":"10.1136/bmjoq-2022-002206","title":"Time is tissue. Want to save millions in wound care? Start early: a QI project to expedite referral of high-risk wound care patients to specialised care","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health","funders":"Fraser Health Authority; Doctors of BC","keywords":"Medicine; Referral; Wound care; Emergency medicine; Psychological intervention; Health care; Intensive care medicine; Family medicine; Nursing","authors":[{"name":"John M. Hwang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1245413395005136,"gpt":0.460228531607521,"spread":0.3356871921070074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009430964,0.0004350552,0.0002518172,0.0007159635,0.001721362,0.001378587,0.001089512,0.000548474,0.005216343],"category_scores_gemma":[0.01011416,0.0002903972,0.0005975894,0.0007446628,0.00106218,0.0008705072,0.002794064,0.001105149,0.0006969958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169287,"about_ca_system_score_gemma":0.02638412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00708941,"about_ca_topic_score_gemma":0.008852742,"domain_scores_codex":[0.9957417,0.00274507,0.0001614969,0.0002267732,0.0005817406,0.000543097],"domain_scores_gemma":[0.9833201,0.002075732,0.001520462,0.0007527123,0.001925321,0.01040571],"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":[0.001446561,0.02026047,0.1069625,0.001564425,0.0001690302,0.0004032829,0.009324425,0.002166542,0.00656731,0.003123473,0.04436782,0.8036441],"study_design_scores_gemma":[0.008627718,0.07413376,0.7066119,0.00267331,0.0007797122,0.001410632,0.0353796,0.01688449,0.01090819,0.008329075,0.1339769,0.0002846448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993459,0.001385097,0.02735571,0.04226942,0.0006589234,0.01295057,0.0008472151,0.0009088365,0.01427833],"genre_scores_gemma":[0.8233858,0.001466286,0.1556201,0.00668101,0.00019725,0.005481733,0.0009541386,0.00009541389,0.006118349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009430964,"threshold_uncertainty_score":0.04987627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965970575","doi":"10.1136/bmjoq-2018-000421","title":"Impact of a nurse engagement intervention on pain, agitation and delirium assessment in a community intensive care unit","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; Niagara Health System; McMaster University; Regional Municipality of Niagara","funders":"McMaster University","keywords":"Delirium; Medicine; Sedation; Intensive care unit; Intervention (counseling); Pain assessment; Audit; Emergency medicine; Community hospital; Prospective cohort study; Pain scale; Physical therapy; Nursing; Intensive care medicine; Pain management; Anesthesia; Internal medicine","authors":[{"name":"Carolyn Michelle Tan","is_ca":true},{"name":"Mercedes Camargo","is_ca":true},{"name":"Franziska Miller","is_ca":true},{"name":"Katie Ross","is_ca":true},{"name":"Ramez Maximous","is_ca":true},{"name":"Priscilla Yung","is_ca":true},{"name":"Carl Marshall","is_ca":true},{"name":"Dimitra Fleming","is_ca":true},{"name":"Madelyn Law","is_ca":true},{"name":"Jennifer L.Y. Tsang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2727724834766252,"gpt":0.6172367147188903,"spread":0.3444642312422651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002812902,0.0007086179,0.0007161245,0.0005515894,0.0009918753,0.0005899405,0.0008129432,0.001068624,0.002431547],"category_scores_gemma":[0.008558594,0.0003670275,0.0006910632,0.0002665627,0.0004161911,0.0005896481,0.001979423,0.001132935,0.0001743861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131486,"about_ca_system_score_gemma":0.004051945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782856,"about_ca_topic_score_gemma":0.006945479,"domain_scores_codex":[0.997476,0.001245474,0.0002230941,0.0002486488,0.0003501711,0.0004566107],"domain_scores_gemma":[0.9961815,0.0008930904,0.0005370207,0.0001226828,0.0002786048,0.001987159],"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":[0.03287371,0.3404744,0.04694101,0.002044172,0.0005634971,0.0005269343,0.004251402,0.001582288,0.005845483,0.0001292861,0.002708762,0.562059],"study_design_scores_gemma":[0.03427152,0.5186225,0.431909,0.001262248,0.0005631754,0.0002341642,0.002882145,0.004338315,0.00251662,0.0002527678,0.002999892,0.0001476457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972842,0.0001421965,0.0001920186,0.0003925616,0.00004906489,0.001298614,0.00002530963,0.00003502262,0.0005809928],"genre_scores_gemma":[0.9936838,0.000202314,0.002878512,0.0003500469,0.00006761937,0.00240991,0.00006002468,0.000003072849,0.0003447444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812902,"threshold_uncertainty_score":0.01487625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899953331","doi":"10.1136/bmjoq-2018-000414","title":"Assessing the utility of drug screening in the emergency: a short report","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Observational study; Emergency department; False positive paradox; Drug; Addiction; Complaint; Medical emergency; Emergency medicine; Family medicine; Psychiatry; Pathology","authors":[{"name":"Anees Bahji","is_ca":true},{"name":"Tegan Hargreaves","is_ca":true},{"name":"Susan Finch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8924210032250872,"gpt":0.7254612690622477,"spread":0.1669597341628395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004552078,0.0004948272,0.0004992059,0.002517048,0.0004753644,0.0009064354,0.0004367506,0.0008784157,0.00117535],"category_scores_gemma":[0.02541868,0.000423051,0.0007083535,0.001942393,0.000623322,0.00140793,0.000884394,0.0006378863,0.0003475425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695287,"about_ca_system_score_gemma":0.0008316074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778903,"about_ca_topic_score_gemma":0.003399209,"domain_scores_codex":[0.9958924,0.001651916,0.001371348,0.0002568559,0.0006975234,0.0001299736],"domain_scores_gemma":[0.960006,0.02194451,0.009879259,0.001284957,0.005447615,0.001437664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005185285,0.000276203,0.9670494,0.0005526486,0.0002156459,0.0005874899,0.000472999,0.0001192355,0.0003181367,0.00007189831,0.001663274,0.0281546],"study_design_scores_gemma":[0.00006565548,0.003318947,0.9812698,0.000906524,0.000410006,0.006665361,0.001804959,0.000781572,0.0005498411,0.0001344562,0.004015671,0.00007712084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507692,0.03735498,0.002205507,0.002905656,0.000240246,0.0005111204,0.003022213,0.00005428784,0.002936806],"genre_scores_gemma":[0.979162,0.01424853,0.002878393,0.0007030719,0.0008171881,0.0001648424,0.001764531,0.00001508536,0.0002462913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004552078,"threshold_uncertainty_score":0.02407402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998850350","doi":"10.1136/bmjoq-2019-000797","title":"Improving timely analgesia administration for musculoskeletal pain in the emergency department","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Emergency department; Triage; Patient-controlled analgesia; PDCA; Pain management; Emergency medicine; Medical record; Patient satisfaction; Pacu; Quality management; Medical emergency; Physical therapy; Anesthesia; Nursing; Internal medicine; Postoperative pain","authors":[{"name":"V. Woolner","is_ca":true},{"name":"R. Ahluwalia","is_ca":true},{"name":"Hilary Lum","is_ca":true},{"name":"K. Beane","is_ca":true},{"name":"Jackie Avelino","is_ca":true},{"name":"Lucas B. Chartier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1132594938558536,"gpt":0.4521986319396656,"spread":0.338939138083812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117853,0.0002865479,0.000332065,0.002960537,0.001139379,0.001710326,0.0007631024,0.0004138306,0.002893703],"category_scores_gemma":[0.03435048,0.0002927073,0.0005062048,0.001863569,0.000556716,0.00167576,0.001868835,0.0007515946,0.0004935774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010677,"about_ca_system_score_gemma":0.0108846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312387,"about_ca_topic_score_gemma":0.007772648,"domain_scores_codex":[0.988951,0.005045622,0.001313697,0.0004564392,0.00370037,0.0005328524],"domain_scores_gemma":[0.9798169,0.008380496,0.006129975,0.0005745843,0.004322565,0.0007755214],"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":[0.0005761244,0.001254526,0.3039299,0.001731887,0.00009033925,0.0003576702,0.006728759,0.007459776,0.006269941,0.005231489,0.01282446,0.6535451],"study_design_scores_gemma":[0.0003615638,0.005846681,0.8443351,0.002385263,0.0002146692,0.001439801,0.02115744,0.03107528,0.01453165,0.01130894,0.06714062,0.000202929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806033,0.001981689,0.07768404,0.01005739,0.00020649,0.002227578,0.001395625,0.0008125275,0.02503134],"genre_scores_gemma":[0.9247363,0.001650738,0.07025277,0.0005751274,0.00003434588,0.0008660213,0.000459924,0.00005136115,0.001373274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117853,"threshold_uncertainty_score":0.05911845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377292073","doi":"10.1136/bmjoq-2022-002119","title":"Implementation of the YEARS algorithm to optimise pulmonary embolism diagnostic workup in the emergency department","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Emergency department; Pulmonary embolism; Medicine; Algorithm; Medical emergency; Emergency medicine; Computer science; Cardiology","authors":[{"name":"Juliana Duffy","is_ca":true},{"name":"Ferco H. Berger","is_ca":true},{"name":"Ivy Cheng","is_ca":true},{"name":"Dominick Shelton","is_ca":true},{"name":"J.‐P. Galanaud","is_ca":true},{"name":"Rita Selby","is_ca":true},{"name":"Kristine Laing","is_ca":true},{"name":"Tali Fedorovsky","is_ca":true},{"name":"John Matelski","is_ca":true},{"name":"Justin N. Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08688570778566145,"gpt":0.4605500231637367,"spread":0.3736643153780753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006229083,0.0005501523,0.0005962506,0.001829505,0.0004707304,0.001786491,0.00126299,0.0007139556,0.004967173],"category_scores_gemma":[0.02496152,0.0003723949,0.001096115,0.0009592688,0.0004262266,0.001229025,0.001708173,0.001119008,0.0009173375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004591915,"about_ca_system_score_gemma":0.01170174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689023,"about_ca_topic_score_gemma":0.0515164,"domain_scores_codex":[0.994123,0.00369682,0.0005634469,0.0004944889,0.0006862352,0.0004360284],"domain_scores_gemma":[0.9888253,0.00384345,0.002265442,0.0003768177,0.003126071,0.001562859],"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":[0.002929858,0.0007584545,0.3589354,0.0007205959,0.0004207824,0.0004414297,0.0007876167,0.05550218,0.001156667,0.005853467,0.06870349,0.50379],"study_design_scores_gemma":[0.003901439,0.004804585,0.4882118,0.002483089,0.0009138205,0.003150891,0.002548882,0.2942484,0.004841672,0.02648051,0.1680007,0.0004142204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495801,0.008822904,0.2262587,0.04576715,0.001652635,0.006483503,0.006241442,0.005201373,0.04999227],"genre_scores_gemma":[0.7675024,0.001456227,0.2183274,0.003249437,0.0004520809,0.001385352,0.002992126,0.0001739488,0.004460994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689023,"threshold_uncertainty_score":0.05346739,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2981722360","doi":"10.1136/bmjoq-2019-000674","title":"Reducing waste: a guidelines-based approach to reducing inappropriate vitamin D and TSH testing in the inpatient rehabilitation setting","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Medicine; Vitamin D and neurology; Rehabilitation; Overdiagnosis; Physical therapy; Intensive care medicine; Internal medicine","authors":[{"name":"Emma A. Bateman","is_ca":true},{"name":"Alan Gob","is_ca":true},{"name":"Ian Chin‐Yee","is_ca":true},{"name":"Heather M. MacKenzie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6879822573420079,"gpt":0.6068196415755728,"spread":0.08116261576643513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05762251,0.00220574,0.001407785,0.01077564,0.006676728,0.01287497,0.008341575,0.004970219,0.004538063],"category_scores_gemma":[0.1090156,0.001381914,0.002530463,0.006815255,0.00376883,0.005964251,0.0127778,0.007376494,0.001362233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0154569,"about_ca_system_score_gemma":0.1040864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01939771,"about_ca_topic_score_gemma":0.0361632,"domain_scores_codex":[0.9290264,0.04128096,0.006744143,0.003011458,0.01560968,0.004327342],"domain_scores_gemma":[0.9001341,0.02783163,0.01550674,0.007584646,0.02924161,0.01970122],"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":[0.0002269985,0.009448783,0.03857028,0.00240307,0.000332496,0.0008156728,0.01112075,0.00805982,0.002712497,0.0115255,0.06217626,0.8526079],"study_design_scores_gemma":[0.002429197,0.01463915,0.2451066,0.0238565,0.001392757,0.002642721,0.1133584,0.08418984,0.01558313,0.1160439,0.379419,0.001338806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1587571,0.005454821,0.3573886,0.3535891,0.002528253,0.03555026,0.0007426583,0.006923374,0.07906581],"genre_scores_gemma":[0.3397682,0.002544948,0.6248581,0.01957444,0.0005206544,0.007710265,0.0004983066,0.0002718031,0.004253163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05762251,"threshold_uncertainty_score":0.3047406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125340303","doi":"10.1136/bmjoq-2020-001179","title":"NO WAIT: new organised well-adapted immediate triage: a lean improvement project","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Emergency department; Medicine; Medical emergency; Emergency medicine; Multidisciplinary team; Nursing","authors":[{"name":"Ahmed Elkholi","is_ca":false},{"name":"Huda Althobiti","is_ca":false},{"name":"Jamal Al Nofeye","is_ca":false},{"name":"Mohamed Hasan","is_ca":false},{"name":"Ahmed Ibrahim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1170058504923668,"gpt":0.4381150568993122,"spread":0.3211092064069455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01507261,0.0008190169,0.0003416712,0.001377922,0.0019097,0.003300877,0.001593453,0.0008244877,0.002306788],"category_scores_gemma":[0.01364564,0.0003285902,0.0008008861,0.0009534032,0.001590626,0.002008281,0.004903965,0.001673945,0.0004724577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077722,"about_ca_system_score_gemma":0.02299429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837282,"about_ca_topic_score_gemma":0.00719686,"domain_scores_codex":[0.9939762,0.003371001,0.0003078564,0.0003822861,0.001266633,0.0006959182],"domain_scores_gemma":[0.9890804,0.002344707,0.0008253453,0.0007923579,0.003161821,0.00379543],"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":[0.002309511,0.01393096,0.03310455,0.00197668,0.000247527,0.001826458,0.01644192,0.02120895,0.01186381,0.01967749,0.03180324,0.8456089],"study_design_scores_gemma":[0.004670116,0.06081233,0.1155421,0.005864351,0.001359456,0.003115311,0.1142609,0.1758018,0.05065558,0.07232392,0.3949248,0.0006693375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8189278,0.001067763,0.1304399,0.02014486,0.00089719,0.006787763,0.0009072361,0.001511833,0.01931568],"genre_scores_gemma":[0.5167666,0.001648777,0.467371,0.002033186,0.0001282499,0.002165319,0.001176516,0.0001536806,0.008556556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507261,"threshold_uncertainty_score":0.07971257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896409898","doi":"10.1136/bmjoq-2018-000413","title":"Pain, agitation and delirium assessment and management in a community medical-surgical ICU: results from a prospective observational study and nurse survey","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; Regional Municipality of Niagara; McMaster University; Niagara Health System","funders":"McMaster University","keywords":"Delirium; Medicine; Observational study; Sedation; Psychological intervention; Intensive care unit; Pain assessment; Community hospital; Emergency medicine; Quality management; Nursing; Intensive care medicine; Pain management; Physical therapy; Internal medicine; Anesthesia","authors":[{"name":"Ramez Maximous","is_ca":true},{"name":"Franziska Miller","is_ca":true},{"name":"Carolyn Michelle Tan","is_ca":true},{"name":"Mercedes Camargo","is_ca":true},{"name":"Katie Ross","is_ca":true},{"name":"Carl Marshall","is_ca":true},{"name":"Priscilla Yung","is_ca":true},{"name":"Dimitra Fleming","is_ca":true},{"name":"Madelyn Law","is_ca":true},{"name":"Jennifer L.Y. Tsang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2503096541979047,"gpt":0.5216092628340167,"spread":0.2712996086361119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578036,0.0003272484,0.0005321885,0.001238635,0.0007361163,0.001037715,0.0005594605,0.0006842464,0.0006695224],"category_scores_gemma":[0.008162376,0.0005744066,0.0006876732,0.001680355,0.0004736175,0.0008757684,0.001371139,0.0008313852,0.0002639793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101617,"about_ca_system_score_gemma":0.001238914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236648,"about_ca_topic_score_gemma":0.01730479,"domain_scores_codex":[0.9966224,0.001512063,0.0005236779,0.0003778859,0.0005830801,0.0003808025],"domain_scores_gemma":[0.9921045,0.001681702,0.003319149,0.0003737206,0.001197093,0.001323755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005627436,0.0001485144,0.9987325,0.00002133631,0.00002913026,0.00004017511,0.0003751862,0.00001135181,0.00003940357,0.000003403121,0.00005821849,0.0004845579],"study_design_scores_gemma":[0.00001977845,0.0003885894,0.9976339,0.00001817907,0.00001748485,0.00009830271,0.001581138,0.000103965,0.00001749252,0.000004129634,0.0001111736,0.000005870424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994967,0.00007130624,0.00004779018,0.00002362624,0.00000331828,0.00004249618,0.0002021208,0.000001113135,0.0001115691],"genre_scores_gemma":[0.9990435,0.0001206166,0.0001460348,0.00008063877,0.00000788802,0.00009140743,0.0004459618,0.000001741917,0.00006219093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236648,"threshold_uncertainty_score":0.024589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947359909","doi":"10.1136/bmjoq-2018-000521","title":"Reducing two-unit red cell transfusions on the oncology ward: a choosing wisely initiative","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Unit (ring theory); Audit; Medicine; Blood transfusion; Order (exchange); Medical emergency; Emergency medicine; Internal medicine; Psychology; Business; Accounting; Finance","authors":[{"name":"Alan Gob","is_ca":true},{"name":"Anurag Bhalla","is_ca":true},{"name":"Laura Aseltine","is_ca":true},{"name":"Ian Chin‐Yee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2196362829556268,"gpt":0.4634340643753369,"spread":0.2437977814197101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01847418,0.0004190123,0.0003679503,0.0006202878,0.00366824,0.006869189,0.002275621,0.00330487,0.009667741],"category_scores_gemma":[0.06056551,0.0004428238,0.0008633178,0.0007124124,0.004051306,0.004629147,0.007532355,0.008457622,0.002031401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006057751,"about_ca_system_score_gemma":0.02789764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005763475,"about_ca_topic_score_gemma":0.01661123,"domain_scores_codex":[0.9745182,0.01452768,0.001187024,0.001347221,0.00572284,0.002697026],"domain_scores_gemma":[0.9260515,0.02341408,0.008267179,0.002499281,0.008100707,0.03166723],"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":[0.0004326577,0.002892627,0.08187301,0.004957547,0.0002208514,0.002941248,0.04676254,0.001086424,0.005686043,0.01208013,0.3103987,0.5306682],"study_design_scores_gemma":[0.0004182469,0.004304147,0.1052584,0.007133816,0.0002861631,0.003070433,0.1111414,0.002530104,0.00723386,0.02194375,0.7362319,0.0004479417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1852712,0.00412762,0.008073616,0.7730106,0.002704321,0.0006277836,0.0001865591,0.0006173871,0.02538096],"genre_scores_gemma":[0.7361155,0.007478961,0.04397073,0.1960092,0.002036378,0.0007490675,0.00025831,0.0003324043,0.01304956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01847418,"threshold_uncertainty_score":0.09770197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396562329","doi":"10.1136/bmjoq-2023-002677","title":"Practical guide to implementing patient-reported outcome measures in gender-affirming care: evaluating acceptability, appropriateness and feasibility","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Prom; Health care; Intervention (counseling); Medicine; Transgender; Patient-reported outcome; Health professionals; Family medicine; Psychology; Physical therapy; Clinical psychology; Nursing; Quality of life (healthcare); Obstetrics","authors":[{"name":"Rakhshan Kamran","is_ca":false},{"name":"Liam Jackman","is_ca":true},{"name":"Anna Laws","is_ca":false},{"name":"Melissa Stepney","is_ca":false},{"name":"Conrad Harrison","is_ca":false},{"name":"Abhilash Jain","is_ca":false},{"name":"Jeremy Rodrigues","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6215447601327015,"gpt":0.6619323475499787,"spread":0.0403875874172771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1938208,0.002145787,0.0020029,0.004513446,0.001837447,0.002792205,0.003278055,0.003621365,0.006888669],"category_scores_gemma":[0.17957,0.001709419,0.003051532,0.002806011,0.001906098,0.002489442,0.004623326,0.004162448,0.003689121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00418305,"about_ca_system_score_gemma":0.01652517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540723,"about_ca_topic_score_gemma":0.006949045,"domain_scores_codex":[0.7996869,0.165936,0.01632565,0.00158276,0.0146203,0.001848369],"domain_scores_gemma":[0.7882971,0.1456759,0.01376419,0.008679785,0.03948846,0.004094549],"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":[0.001885849,0.007259977,0.04241129,0.006054099,0.0003529237,0.0007916134,0.01919622,0.00365088,0.002772515,0.005429344,0.2249642,0.6852311],"study_design_scores_gemma":[0.009504857,0.02437923,0.3018347,0.02702929,0.0005150749,0.003927219,0.04543414,0.02281966,0.009001756,0.02570158,0.5285072,0.001345267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1467737,0.005078053,0.3373636,0.05006451,0.002678021,0.3989166,0.01143927,0.005642712,0.04204349],"genre_scores_gemma":[0.0489057,0.002007418,0.6894376,0.003010623,0.0001818804,0.2514234,0.001828794,0.0002022315,0.003002294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1938208,"threshold_uncertainty_score":0.9941625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784241418","doi":"10.1136/bmjoq-2017-000090","title":"Ensuring adequate vascular access in patients with major trauma: a quality improvement initiative","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"PDCA; Quality management; Medicine; Root cause analysis; Audit; Medical emergency; Vascular access; Emergency medicine; Intensive care medicine; Operations management; Surgery; Business; Management system; Engineering","authors":[{"name":"Kevin Verhoeff","is_ca":true},{"name":"Rachelle Saybel","is_ca":true},{"name":"Pamela Mathura","is_ca":true},{"name":"Bonnie Tsang","is_ca":true},{"name":"Vanessa Fawcett","is_ca":true},{"name":"Sandy Widder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1764036920015907,"gpt":0.4608413840831566,"spread":0.2844376920815658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02749799,0.0005832585,0.0003574227,0.001860054,0.002600356,0.006144209,0.002664435,0.001249533,0.002438953],"category_scores_gemma":[0.04512678,0.0003992053,0.0006954197,0.002856259,0.002381645,0.002634336,0.006610403,0.003435009,0.0003792153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005689,"about_ca_system_score_gemma":0.07088941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04143599,"about_ca_topic_score_gemma":0.1136278,"domain_scores_codex":[0.982874,0.006609955,0.00145553,0.0007242307,0.006448082,0.001888092],"domain_scores_gemma":[0.9215973,0.01090903,0.01239085,0.003979227,0.01699453,0.03412905],"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":[0.0002315704,0.002746677,0.1859524,0.001909179,0.0001719292,0.0007014388,0.006717697,0.001977767,0.00223261,0.003699728,0.05851272,0.7351462],"study_design_scores_gemma":[0.0007346857,0.005733143,0.7756958,0.004004853,0.0004377835,0.001258177,0.01482884,0.006357781,0.004092034,0.004610718,0.1819715,0.0002746337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4439401,0.01203994,0.04013175,0.4399106,0.002741659,0.007344821,0.001295622,0.003332649,0.04926291],"genre_scores_gemma":[0.7755277,0.007111926,0.184452,0.02241331,0.0009868193,0.001679515,0.001691942,0.0002012398,0.00593557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143599,"threshold_uncertainty_score":0.145425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}