{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"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":"08530f4f74f1","filters":{"venue":"American Journal of Medical Quality"}},"results":[{"id":"W2792805190","doi":"10.1177/1062860617751639","title":"Readability of Online Health Information: A Meta-Narrative Systematic Review","year":2018,"lang":"en","type":"review","venue":"American Journal of Medical Quality","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Readability; Misinformation; Medicine; Reading (process); Health information; Public health; Medical education; Quality (philosophy); Grade level; Health care; Computer science; Psychology; Nursing","authors":[{"name":"Lubna Daraz","is_ca":false},{"name":"Allison S. Morrow","is_ca":false},{"name":"Oscar J. Ponce","is_ca":false},{"name":"Wigdan Farah","is_ca":false},{"name":"Abdulrahman Katabi","is_ca":false},{"name":"Abdul M. Majzoub","is_ca":false},{"name":"Mohamed O. Seisa","is_ca":false},{"name":"Raed Benkhadra","is_ca":false},{"name":"Mouaz Alsawas","is_ca":false},{"name":"Prokop Larry","is_ca":false},{"name":"M. Hassan Murad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2684902053959505,"gpt":0.6217029670034592,"spread":0.3532127616075086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01083349,0.001595823,0.007049939,0.008018742,0.000687547,0.003237063,0.001506208,0.001527829,0.004878752],"category_scores_gemma":[0.07207084,0.0008543729,0.008700734,0.007303766,0.0007651796,0.003138174,0.001754604,0.001521222,0.0002938098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367918,"about_ca_system_score_gemma":0.008595837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214568,"about_ca_topic_score_gemma":0.01977756,"domain_scores_codex":[0.9905015,0.003639736,0.003362821,0.0006148142,0.001644957,0.0002361117],"domain_scores_gemma":[0.9460114,0.04342632,0.006517796,0.0007247543,0.002983213,0.0003364871],"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":[0.0002821682,0.00003289247,0.001401795,0.9415414,0.01960021,0.000101307,0.0003946346,0.00008958599,0.0001220642,0.0002315291,0.001420649,0.0347817],"study_design_scores_gemma":[0.0003030065,0.000258839,0.006233751,0.8068159,0.1704648,0.0004238538,0.0004966243,0.0001175725,0.000271411,0.000571667,0.01399494,0.00004763814],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002079187,0.9960184,0.0002925099,0.0002933147,0.00009776919,0.0004008318,0.000434984,0.00001051856,0.0003725143],"genre_scores_gemma":[0.0346866,0.9616898,0.001158987,0.0006980443,0.0001309809,0.001009616,0.0004117415,0.00001027351,0.0002038918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01083349,"threshold_uncertainty_score":0.05729365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514739026","doi":"10.1177/1062860616662523","title":"What Is Implementation Science and What Forces Are Driving a Change in Medical Education?","year":2016,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Innovations in Medical Education","field":"Medicine","cited_by":40,"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":"","keywords":"Accreditation; Medicine; Licensure; Psychological intervention; Certification; Health care; Medical education; Quality (philosophy); Nursing; Public relations; Political science","authors":[{"name":"David C. Thomas","is_ca":false},{"name":"Arnold J. Berry","is_ca":false},{"name":"Alexander M. Djuricich","is_ca":false},{"name":"Simon Kitto","is_ca":true},{"name":"Kathy O’Kane Kreutzer","is_ca":false},{"name":"Thomas J. Van Hoof","is_ca":false},{"name":"Patricia A. Carney","is_ca":false},{"name":"Summers Kalishman","is_ca":false},{"name":"Dave Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0468383719508869,"gpt":0.5000843760017156,"spread":0.4532460040508287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3124707,0.001366637,0.003104513,0.007695701,0.007838311,0.03603981,0.005037081,0.01573286,0.008554322],"category_scores_gemma":[0.4439901,0.001579226,0.002866984,0.006792801,0.03562634,0.04334764,0.009721803,0.0233934,0.001627395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02897134,"about_ca_system_score_gemma":0.08177432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278259,"about_ca_topic_score_gemma":0.01298647,"domain_scores_codex":[0.7840928,0.1497111,0.01123885,0.008144986,0.03644821,0.01036397],"domain_scores_gemma":[0.4167099,0.4732683,0.02052358,0.01788515,0.05652761,0.01508545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003878938,0.001074264,0.02083093,0.01715693,0.0007248967,0.0002863974,0.01260458,0.002057749,0.0004467011,0.4013684,0.06238009,0.4806812],"study_design_scores_gemma":[0.0004245125,0.0008438812,0.01872736,0.04531355,0.0005018002,0.0003852484,0.03780426,0.00382045,0.001157798,0.6271837,0.263469,0.0003684099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004690051,0.04081328,0.009007139,0.9318781,0.003445507,0.0002059333,0.0001001097,0.0001166725,0.009743132],"genre_scores_gemma":[0.5110654,0.1266276,0.05723125,0.2840059,0.01435319,0.002559815,0.0004628833,0.0004799331,0.003214177],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3124707,"threshold_uncertainty_score":0.847846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167500796","doi":"10.1177/1062860609353201","title":"Why do Patients Seek Care at Retail Clinics, and What Alternatives Did They Consider?","year":2010,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources","keywords":"Medicine; Quarter (Canadian coin); Emergency department; Primary care; Emergency rooms; Ambulatory care; Family medicine; Ambulatory; Medical emergency; Nursing; Health care","authors":[{"name":"Margaret C. Wang","is_ca":false},{"name":"Gery Ryan","is_ca":false},{"name":"Elizabeth A. McGlynn","is_ca":false},{"name":"Ateev Mehrotra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06308775164848378,"gpt":0.3650489234917967,"spread":0.3019611718433129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00341327,0.0001274891,0.0004325144,0.0005995287,0.001947299,0.004107026,0.0006321489,0.003160798,0.004128965],"category_scores_gemma":[0.03115252,0.000279834,0.0004926151,0.001309373,0.002025206,0.003615833,0.0009009547,0.002217837,0.0005259214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313043,"about_ca_system_score_gemma":0.002679975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00922122,"about_ca_topic_score_gemma":0.02085125,"domain_scores_codex":[0.9969715,0.001486431,0.0002235084,0.0002227347,0.00053236,0.0005634787],"domain_scores_gemma":[0.9879439,0.004533572,0.003656227,0.0002257902,0.001612855,0.002027557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006658468,0.0007356191,0.7334742,0.0008973382,0.0002110668,0.003327355,0.02216911,0.0003431582,0.0004916333,0.01216255,0.06116979,0.1643523],"study_design_scores_gemma":[0.0004494261,0.001178647,0.4272611,0.004217718,0.000414715,0.01217075,0.4280028,0.002926247,0.0008092247,0.03373237,0.08846578,0.0003712272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7301657,0.008461679,0.0007930333,0.2444045,0.0004577278,0.00009515292,0.0004814912,0.00002324759,0.0151175],"genre_scores_gemma":[0.9767466,0.003635356,0.000516716,0.0180409,0.0002179585,0.00002728167,0.000079047,0.000009052325,0.0007270399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00922122,"threshold_uncertainty_score":0.0183351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070456883","doi":"10.1177/106286060001500303","title":"Patient Satisfaction as an Indicator of Quality Care in Independent Health Facilities: Developing and Assessing a Tool to Enhance Public Accountability","year":2000,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Patient Satisfaction in Healthcare","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":"Western University; College of Physicians and Surgeons of Ontario; McMaster University","funders":"","keywords":"Medicine; Quality (philosophy); Patient satisfaction; Accountability; Scale (ratio); Health care; Quality management; Family medicine; MEDLINE; Health care quality; Nursing; Medical emergency; Operations management","authors":[{"name":"Christel A. Woodward","is_ca":true},{"name":"Truls Østbye","is_ca":true},{"name":"Joy Craighead","is_ca":true},{"name":"Gerald Gold","is_ca":true},{"name":"Elizabeth Wenghofer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09383398213979861,"gpt":0.5221148137674678,"spread":0.4282808316276692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01188819,0.0003050952,0.0004667235,0.002061812,0.0004584016,0.001397743,0.0003620766,0.0006114213,0.00145042],"category_scores_gemma":[0.03520522,0.0002169226,0.000572841,0.001514808,0.0006297091,0.001106218,0.001180624,0.001046134,0.0002483492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384796,"about_ca_system_score_gemma":0.00100796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007224232,"about_ca_topic_score_gemma":0.001012207,"domain_scores_codex":[0.9898322,0.00709903,0.0008645831,0.0001520203,0.001612133,0.0004401173],"domain_scores_gemma":[0.9706008,0.01513381,0.008726219,0.0006700843,0.003227066,0.001641905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000303049,0.0004169711,0.9631702,0.00005446791,0.00004912425,0.00002660906,0.0006267016,0.0001770028,0.0003170679,0.0001145374,0.0005017274,0.03424239],"study_design_scores_gemma":[0.00007277277,0.002965381,0.9874952,0.00006276499,0.00005092437,0.0002034748,0.002145854,0.004683414,0.0009401556,0.0001904362,0.001159253,0.00003026342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959358,0.000113194,0.001724284,0.0003919567,0.00001492768,0.00015185,0.0001635185,0.00002934925,0.001475075],"genre_scores_gemma":[0.9969007,0.00006491088,0.002577879,0.00006357786,0.00001896563,0.0001237758,0.0001337197,0.000003531539,0.0001130434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188819,"threshold_uncertainty_score":0.06287152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122663488","doi":"10.1177/1062860614540512","title":"Continuous Quality Improvement Program for Hip and Knee Replacement","year":2014,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Alberta Bone and Joint Health Institute; University of Calgary","funders":"Canada Research Chairs","keywords":"Medicine; Quality management; Multidisciplinary approach; Health care; Quality (philosophy); Knowledge translation; Nursing; Operations management; Physical therapy; Process management; Knowledge management; Engineering; Computer science","authors":[{"name":"Deborah A. Marshall","is_ca":true},{"name":"Tanya Christiansen","is_ca":true},{"name":"Christopher Smith","is_ca":true},{"name":"Jane Squire Howden","is_ca":true},{"name":"Jason Werle","is_ca":true},{"name":"Peter Faris","is_ca":true},{"name":"Cy Frank","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02218739546819761,"gpt":0.3784525419158345,"spread":0.3562651464476369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007645845,0.0003972815,0.0004425854,0.001028694,0.00100135,0.001132241,0.000875363,0.0005064867,0.008928195],"category_scores_gemma":[0.01494362,0.0001785947,0.0006071039,0.00160267,0.0003698145,0.000495314,0.002216162,0.002109943,0.001257942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244209,"about_ca_system_score_gemma":0.02662023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04265457,"about_ca_topic_score_gemma":0.0471388,"domain_scores_codex":[0.9940486,0.001998068,0.0004653023,0.0004886438,0.00247497,0.0005243292],"domain_scores_gemma":[0.9872314,0.001799885,0.001761813,0.0008902011,0.005345497,0.002971202],"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":[0.0009998895,0.00319031,0.04302331,0.0007744576,0.0001836757,0.0001116915,0.0006194173,0.00154839,0.001435952,0.004426073,0.1952593,0.7484276],"study_design_scores_gemma":[0.003210413,0.004847191,0.6255813,0.001224833,0.0002799359,0.0002876516,0.0005542837,0.00693352,0.002121405,0.002412491,0.3523959,0.0001510619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2793865,0.01615971,0.1472061,0.1099651,0.008204986,0.04605872,0.0381176,0.01636034,0.338541],"genre_scores_gemma":[0.6945137,0.005401861,0.1904973,0.01683398,0.001066087,0.01672677,0.01969633,0.000328007,0.05493592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04265457,"threshold_uncertainty_score":0.08481258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014825302","doi":"10.1177/106286060101600305","title":"Health Services Utilization After Induced Abortions in Ontario: A Comparison Between Community Clinics and Hospitals","year":2001,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; College of Physicians and Surgeons of Ontario","funders":"","keywords":"Medicine; Abortion; Odds ratio; Confidence interval; Population; Cohort; Emergency department; Retrospective cohort study; Cohort study; Emergency medicine; Reproductive health; Family planning; Family medicine; Pregnancy; Environmental health; Nursing; Surgery; Internal medicine","authors":[{"name":"Truls Østbye","is_ca":false},{"name":"Elizabeth Wenghofer","is_ca":true},{"name":"Christel A. Woodward","is_ca":true},{"name":"Gerald Gold","is_ca":true},{"name":"Joy Craighead","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1132509331341738,"gpt":0.4747529102203834,"spread":0.3615019770862097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005020364,0.000171285,0.0002968744,0.001059077,0.000809391,0.0009499539,0.000579019,0.0003281072,0.001253496],"category_scores_gemma":[0.003226607,0.0002889616,0.0004469877,0.002848205,0.0003310141,0.0003205696,0.0006300843,0.00034095,0.0001001967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008371456,"about_ca_system_score_gemma":0.006060425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8549829,"about_ca_topic_score_gemma":0.9045881,"domain_scores_codex":[0.9990288,0.0001110925,0.00006693741,0.0001400323,0.0003695981,0.0002835502],"domain_scores_gemma":[0.9973139,0.00025331,0.001264809,0.00008288611,0.0004926397,0.0005922971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005500457,0.00001596119,0.9979563,0.00001170366,0.00003024454,0.00006139089,0.0002990311,0.00002571037,0.00007418995,0.00002144874,0.0001513758,0.001297679],"study_design_scores_gemma":[0.000004748287,0.00001741942,0.9994776,0.000005502774,0.00000628602,0.00003195289,0.0002678253,0.00005816566,0.000006705922,0.000003119757,0.0001189728,0.000001654348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983694,0.0002233974,0.00002439642,0.00009301175,0.000002984445,0.00001328776,0.0007325201,0.000001932022,0.0005390826],"genre_scores_gemma":[0.9989249,0.0001895563,0.0000266549,0.0000330747,0.000004195999,0.000007942349,0.0006800132,0.000001224451,0.0001323859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450171,"threshold_uncertainty_score":0.2917423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134159470","doi":"10.1177/106286060001500102","title":"Initial Management of Trauma by a Trauma Team: Effect on Timeliness of Care in a Teaching Hospital","year":2000,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":19,"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; St. Paul's Hospital","funders":"","keywords":"Medicine; Emergency department; Trauma center; Triage; Emergency medicine; Referral; Major trauma; Blunt trauma; Retrospective cohort study; Population; Medical emergency; Surgery; Nursing","authors":[{"name":"Peter Dodek","is_ca":true},{"name":"Renee Herrick","is_ca":true},{"name":"P. Terry Phang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134056766933434,"gpt":0.3748923263279851,"spread":0.3614866496346417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001745359,0.0002986458,0.0004562061,0.0007905444,0.0007109153,0.00156422,0.001022514,0.0007238004,0.002175396],"category_scores_gemma":[0.02452316,0.000298262,0.0006054816,0.00116227,0.0006478797,0.001116592,0.001215022,0.001102697,0.0002691482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523025,"about_ca_system_score_gemma":0.003395073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812593,"about_ca_topic_score_gemma":0.02149731,"domain_scores_codex":[0.9969059,0.0008748495,0.0003012666,0.0003586441,0.0006903958,0.0008689839],"domain_scores_gemma":[0.9700155,0.006032131,0.014231,0.0008477189,0.00173821,0.007135399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001378197,0.0006018355,0.9845286,0.00002580786,0.0001058487,0.0002051789,0.000331394,0.0005061448,0.0003089617,0.00003321743,0.0003090041,0.01166577],"study_design_scores_gemma":[0.0000545272,0.001152672,0.9975624,0.00002046586,0.0000329112,0.0001392358,0.0004085919,0.000373347,0.0001037701,0.00001668061,0.0001271014,0.000008295939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991736,0.000219835,0.00005482673,0.0002010891,0.0000169782,0.00001180247,0.00004365919,0.00000707718,0.0002711389],"genre_scores_gemma":[0.9996142,0.00007858026,0.00007577248,0.00005092108,0.00002742555,0.000007323155,0.00005667692,0.000003612586,0.00008539885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812593,"threshold_uncertainty_score":0.03604084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746249398","doi":"10.1177/1062860617726854","title":"The Promise of Equity: A Review of Health Equity Research in High-Impact Quality Improvement Journals","year":2017,"lang":"en","type":"review","venue":"American Journal of Medical Quality","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"National Institute on Minority Health and Health Disparities","keywords":"Equity (law); Medicine; Health equity; Ethnic group; Equity capital markets; Political science; Business; Nursing; Private equity; Finance; Public health","authors":[{"name":"Michael Scott","is_ca":true},{"name":"Shail Rawal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8994593520777422,"gpt":0.7381248310536859,"spread":0.1613345210240563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01921603,0.0009892517,0.00276191,0.0261687,0.0008822771,0.004040669,0.001384831,0.001871309,0.002929768],"category_scores_gemma":[0.07149605,0.0008946839,0.002839316,0.02237624,0.001155453,0.004406447,0.002261809,0.001710408,0.0003191732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004392305,"about_ca_system_score_gemma":0.01470257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932782,"about_ca_topic_score_gemma":0.01236696,"domain_scores_codex":[0.9868238,0.004625623,0.003743399,0.0006329361,0.003811353,0.000362872],"domain_scores_gemma":[0.9192345,0.05994228,0.009428983,0.0009107761,0.009460048,0.001023392],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001563449,0.00004815292,0.001442383,0.4704873,0.002494638,0.0001319417,0.0009008402,0.0001931403,0.000534254,0.002630785,0.01502818,0.5059521],"study_design_scores_gemma":[0.0001194658,0.0002021714,0.009366687,0.7216161,0.01056315,0.0007705492,0.000957316,0.0001536272,0.0003982222,0.002545323,0.2532406,0.00006684558],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002198182,0.9982988,0.00009257714,0.0008866769,0.0001832662,0.00003469011,0.0000255384,0.000002514761,0.0002561141],"genre_scores_gemma":[0.003963187,0.9944196,0.0004441758,0.0007346034,0.0002755725,0.00006559161,0.00003289342,0.000002343705,0.00006197546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9807839,"threshold_uncertainty_score":0.1016253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946220990","doi":"10.1177/1062860619851170","title":"Addressing the Opioid Crisis One Surgical Patient at a Time: Outcomes of a Novel Perioperative Pain Program","year":2019,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Perioperative; Opioid; Chronic pain; Morphine; Medical prescription; Anesthesia; Quality of life (healthcare); Physical therapy; Internal medicine; Nursing","authors":[{"name":"Ronen Shechter","is_ca":false},{"name":"Traci J. Speed","is_ca":false},{"name":"Erin J. Blume","is_ca":false},{"name":"Sarabdeep Singh","is_ca":false},{"name":"Kayode Williams","is_ca":false},{"name":"Colleen G. Koch","is_ca":false},{"name":"Marie N. Hanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06099410545708977,"gpt":0.4009957108783556,"spread":0.3400016054212658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003071481,0.0001160966,0.0002527119,0.0001545233,0.0003171841,0.0003471672,0.000148863,0.0002796508,0.001068305],"category_scores_gemma":[0.001015031,0.00006220299,0.0002798868,0.000146258,0.0001359015,0.0003596005,0.000490753,0.0004704814,0.0001093778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135141,"about_ca_system_score_gemma":0.0006181414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006199181,"about_ca_topic_score_gemma":0.001722623,"domain_scores_codex":[0.9998456,0.00004525382,0.00001588727,0.00001386102,0.00003068189,0.00004878893],"domain_scores_gemma":[0.9994683,0.00005527267,0.0001368833,0.00001825772,0.00004046898,0.0002807751],"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":[0.01738846,0.05856822,0.3295119,0.0004627804,0.0003223764,0.001648627,0.00125176,0.001305343,0.00763957,0.000297082,0.002306075,0.5792979],"study_design_scores_gemma":[0.004141596,0.1585526,0.824395,0.000235212,0.0003488273,0.001850328,0.002349705,0.001733073,0.002321227,0.0001997269,0.003831577,0.00004119473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989589,0.0001983946,0.00008831734,0.0001701863,0.00001751665,0.00006767936,0.00002447967,0.000003634538,0.0004708716],"genre_scores_gemma":[0.9986609,0.0003176544,0.0003895687,0.0001635079,0.00004868652,0.0000795653,0.00008026255,0.00000109138,0.0002586766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001068305,"threshold_uncertainty_score":0.003573775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912003064","doi":"10.1177/1062860618820687","title":"An IDEA: Safety Training to Improve Critical Thinking by Individuals and Teams","year":2019,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cognition; Harm; Context (archaeology); Cognitive bias; Correctness; Medicine; Applied psychology; Scale (ratio); Patient safety; Cognitive psychology; Psychology; Health care; Social psychology; Computer science; Psychiatry","authors":[{"name":"Anne Marie Browne","is_ca":false},{"name":"Ellen S. Deutsch","is_ca":false},{"name":"Krystyna Corwin","is_ca":false},{"name":"Daniela Davis","is_ca":false},{"name":"Jeanette Teets","is_ca":false},{"name":"Michael Apkon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02315600201409811,"gpt":0.4198769921141,"spread":0.3967209901000019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002531551,0.0005377142,0.0001530295,0.001015598,0.0006112436,0.0005512956,0.0006702531,0.0006778761,0.00809944],"category_scores_gemma":[0.008746876,0.0001737864,0.0003770543,0.0002313376,0.0004690939,0.001150114,0.0015399,0.001039159,0.001082719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049853,"about_ca_system_score_gemma":0.002636802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004988277,"about_ca_topic_score_gemma":0.0008434794,"domain_scores_codex":[0.9991525,0.0004202995,0.00005156869,0.00006655725,0.0002138541,0.00009519586],"domain_scores_gemma":[0.9960861,0.001731494,0.0003557915,0.0001961577,0.0005338393,0.001096585],"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":[0.0006304102,0.008924996,0.0124923,0.0006557836,0.000038263,0.0003468151,0.00268009,0.001676548,0.006049462,0.003601744,0.06698552,0.8959181],"study_design_scores_gemma":[0.006698485,0.05126266,0.289439,0.005690757,0.000552593,0.009551866,0.009025713,0.0397736,0.04839839,0.08871942,0.4504959,0.0003915751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7084982,0.00225163,0.1475165,0.04261207,0.003088681,0.003823643,0.0004758144,0.003921378,0.0878121],"genre_scores_gemma":[0.6964885,0.002008318,0.2631955,0.005455712,0.0006831712,0.002406717,0.0005037777,0.0001502229,0.0291081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00809944,"threshold_uncertainty_score":0.02709532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789882265","doi":"10.1177/1062860618754701","title":"Identifying What Is Known About Improving Operating Room to Intensive Care Handovers: A Scoping Review","year":2018,"lang":"en","type":"review","venue":"American Journal of Medical Quality","topic":"Hospital Admissions and Outcomes","field":"Medicine","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 Calgary; Alberta Health Services","funders":"World Health Organization","keywords":"Medicine; CINAHL; Standardization; Handover; MEDLINE; Intensive care unit; Patient safety; Medical emergency; Nursing; Intensive care medicine; Health care; Psychological intervention; Computer science","authors":[{"name":"Karolina Zjadewicz","is_ca":true},{"name":"Kirsten Deemer","is_ca":true},{"name":"Jennifer Coulthard","is_ca":true},{"name":"Christopher J. Doig","is_ca":true},{"name":"Paul Boiteau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09332014051699791,"gpt":0.4894108500591084,"spread":0.3960907095421106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123949,0.001830385,0.005599011,0.01925401,0.001147523,0.004651186,0.002048662,0.003228053,0.005391413],"category_scores_gemma":[0.05080251,0.001270066,0.004636117,0.01902858,0.001131123,0.004726514,0.002234766,0.001664302,0.0007713109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358883,"about_ca_system_score_gemma":0.01686578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823599,"about_ca_topic_score_gemma":0.01886201,"domain_scores_codex":[0.9930468,0.002212326,0.002687563,0.0004877844,0.001287033,0.0002784154],"domain_scores_gemma":[0.9591392,0.0327342,0.004140516,0.0004505014,0.003126086,0.000409551],"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":[0.00008095671,0.00003991794,0.0003232246,0.8462083,0.001385692,0.0001080061,0.0004333151,0.000121674,0.0002137282,0.000491846,0.002351287,0.1482422],"study_design_scores_gemma":[0.00003285646,0.0001004917,0.001053421,0.9578803,0.007380101,0.0002218662,0.0004785303,0.00006110022,0.0001814908,0.0003861592,0.03220231,0.0000213112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002817063,0.9986628,0.000117703,0.0003187043,0.0001114097,0.0001079933,0.00005538535,0.00000419985,0.0003401327],"genre_scores_gemma":[0.001750411,0.9974064,0.0002671769,0.0002502393,0.00006562238,0.0001402767,0.00005113084,0.00000257411,0.00006615662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01925401,"threshold_uncertainty_score":0.05944079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209251746","doi":"10.1097/jmq.0000000000000021","title":"Accrediting Graduate Programs in Healthcare Quality and Safety","year":2021,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Accreditation; Quality assurance; Medicine; Medical education; Quality (philosophy); Commission; Health care; Patient safety; Quality management; Graduate education; Graduate medical education; Process (computing); Political science; Engineering; Computer science; Management system; Operations management","authors":[{"name":"Willie H. Oglesby","is_ca":false},{"name":"Allyson G. Hall","is_ca":false},{"name":"Annette L. Valenta","is_ca":false},{"name":"Kenneth J. Harwood","is_ca":false},{"name":"Deidre McCaughey","is_ca":true},{"name":"Sue S. Feldman","is_ca":false},{"name":"Anthony Stanowski","is_ca":false},{"name":"Sandra Chrapah","is_ca":false},{"name":"Teri Chenot","is_ca":false},{"name":"Eric Brichto","is_ca":false},{"name":"David B. Nash","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3724345192475175,"gpt":0.5492563960089574,"spread":0.1768218767614399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03861552,0.0005088167,0.0005548531,0.003515732,0.003279035,0.003683969,0.001992765,0.00195696,0.01188586],"category_scores_gemma":[0.0678459,0.0004101039,0.0006587132,0.00227718,0.001952439,0.001680129,0.008055073,0.003431538,0.002864538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004434628,"about_ca_system_score_gemma":0.0486013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518932,"about_ca_topic_score_gemma":0.01531561,"domain_scores_codex":[0.9781617,0.006451303,0.001724217,0.00101881,0.00954214,0.003101864],"domain_scores_gemma":[0.8835056,0.01046904,0.009310912,0.008573485,0.06640876,0.02173218],"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":[0.0001206719,0.001468138,0.1159119,0.000804861,0.00003989603,0.0001434113,0.005308466,0.0009128902,0.004595926,0.02069747,0.1287675,0.721229],"study_design_scores_gemma":[0.0001648337,0.001708574,0.495931,0.002564042,0.00004014945,0.0007377762,0.009538491,0.003714161,0.007353328,0.01126709,0.4668849,0.00009573714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3889958,0.00803931,0.0978526,0.1001276,0.008394543,0.01242734,0.001771115,0.003836162,0.3785556],"genre_scores_gemma":[0.7652979,0.005189941,0.1139644,0.01346815,0.001796809,0.003811931,0.004247059,0.0005459437,0.09167784],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03861552,"threshold_uncertainty_score":0.2042208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794002476","doi":"10.1177/1062860618754702","title":"The Impact of a Transition of Care Program on Acute Myocardial Infarction Readmission Rates","year":2018,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Myocardial infarction; Logistic regression; Odds ratio; Odds; Emergency medicine; Acute care; Propensity score matching; Hospital readmission; Conditional logistic regression; Transitional care; Hospital discharge; Internal medicine; Intensive care medicine; Health care","authors":[{"name":"Jeffrey A. Marbach","is_ca":true},{"name":"Drew Johnson","is_ca":false},{"name":"Juergen Kloo","is_ca":false},{"name":"Amit Vira","is_ca":false},{"name":"Scott W. Keith","is_ca":false},{"name":"Walter K. Kraft","is_ca":false},{"name":"Natalie Margules","is_ca":false},{"name":"David J. Whellan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02185213771430784,"gpt":0.4339333195585471,"spread":0.4120811818442393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00175447,0.0001875224,0.0002336532,0.0004270056,0.0003884048,0.0005760666,0.0003115367,0.0003701277,0.0008768406],"category_scores_gemma":[0.01117267,0.0001068959,0.0007871159,0.000451233,0.0002059563,0.0003329637,0.0008314882,0.0005677571,0.00004492705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009730041,"about_ca_system_score_gemma":0.001677643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008097119,"about_ca_topic_score_gemma":0.00942238,"domain_scores_codex":[0.9977404,0.001204063,0.000176688,0.0001636705,0.0002967582,0.00041842],"domain_scores_gemma":[0.9941438,0.001640498,0.001863144,0.0002269384,0.0003262249,0.00179939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005820045,0.00719833,0.8811542,0.0002050914,0.001152391,0.0001550076,0.0001854434,0.001429992,0.0005203598,0.0003151176,0.0009933325,0.1008706],"study_design_scores_gemma":[0.00043833,0.007389787,0.9894463,0.00006327801,0.0003334105,0.0001021442,0.0001436969,0.001477993,0.0001997225,0.00009226435,0.0003010843,0.0000120213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987051,0.0002812308,0.0001421084,0.0003304499,0.00002171914,0.0000504547,0.00005831631,0.00000856233,0.0004020559],"genre_scores_gemma":[0.9994693,0.00008108139,0.0002376764,0.00006076939,0.00001407185,0.00002388271,0.00005800708,8.663942e-7,0.00005428389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008097119,"threshold_uncertainty_score":0.01609999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200034246","doi":"10.1097/jmq.0000000000000032","title":"Facilitators and Barriers to Implementing Two Quality Improvement Interventions Across 10 Pediatric Intensive Care Units: Video Laryngoscopy-Assisted Coaching and Apneic Oxygenation","year":2021,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Coaching; Facilitator; Psychological intervention; Intensive care; Quality management; Intervention (counseling); Fidelity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04288936853944404,"gpt":0.4292813724860369,"spread":0.3863920039465929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01826879,0.0004594125,0.000585428,0.0009032876,0.00198165,0.001299604,0.00122319,0.000736583,0.001367496],"category_scores_gemma":[0.05227377,0.0005305732,0.0005047856,0.0006480955,0.0009797581,0.001291848,0.002907941,0.001071639,0.00009884591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004236509,"about_ca_system_score_gemma":0.01542826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007885371,"about_ca_topic_score_gemma":0.02320841,"domain_scores_codex":[0.9813451,0.01179624,0.001656051,0.0008211361,0.002294821,0.002086753],"domain_scores_gemma":[0.939971,0.04249456,0.00875567,0.0008493164,0.005344012,0.002585381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121498,0.007547806,0.4554338,0.008279175,0.0003180225,0.0006792187,0.1628842,0.001325877,0.005881824,0.000683379,0.0008796837,0.3548721],"study_design_scores_gemma":[0.0007169191,0.01370365,0.7122521,0.006615174,0.0006113857,0.0004629224,0.2407577,0.00271862,0.01098594,0.0005308067,0.0104578,0.0001868863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958967,0.0007743504,0.001130103,0.0005484166,0.0000189147,0.0008737993,0.0000354057,0.0000113272,0.0007111483],"genre_scores_gemma":[0.9904405,0.0008191911,0.006961551,0.000268858,0.00001613165,0.001178546,0.00004393753,0.000006247126,0.0002651056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826879,"threshold_uncertainty_score":0.09661579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343209816","doi":"10.1177/1062860616644323","title":"Improving the Context Supporting Quality Improvement in a Neonatal Intensive Care Unit Quality Collaborative: An Exploratory Field Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada; University of Toronto","funders":"","keywords":"Medicine; Neonatal intensive care unit; Quality management; Context (archaeology); Quality (philosophy); Intensive care unit; Exploratory research; Field (mathematics); Nursing; Intensive care medicine; Medical emergency; Operations management; Pediatrics","authors":[{"name":"Heather R. Grooms","is_ca":false},{"name":"Craig M. Froehle","is_ca":false},{"name":"Lloyd Provost","is_ca":false},{"name":"James Handyside","is_ca":true},{"name":"Heather C. Kaplan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1231472543639453,"gpt":0.4893710482127143,"spread":0.366223793848769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02198981,0.0005001206,0.0005444371,0.00126162,0.003701482,0.001422203,0.001340367,0.001334146,0.001200373],"category_scores_gemma":[0.03481747,0.0005677316,0.0004466171,0.0007827753,0.001956591,0.001463078,0.002576534,0.001338575,0.000148006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274512,"about_ca_system_score_gemma":0.007484589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003082067,"about_ca_topic_score_gemma":0.00544151,"domain_scores_codex":[0.98439,0.01197377,0.0006367698,0.0008104311,0.0009613947,0.001227665],"domain_scores_gemma":[0.960378,0.02557435,0.003697932,0.002062057,0.003871589,0.004416177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005924561,0.1425677,0.1971784,0.003677489,0.0002415609,0.002953734,0.3732557,0.003273707,0.01718028,0.002349411,0.001654457,0.249743],"study_design_scores_gemma":[0.004956343,0.1950617,0.3202547,0.002349103,0.000444775,0.001591352,0.4322985,0.005508448,0.01862289,0.002948123,0.01559045,0.0003735671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970998,0.00006141247,0.001145959,0.0001231317,0.000009439678,0.001006558,0.0000183659,0.000007395466,0.0005281018],"genre_scores_gemma":[0.9913164,0.0001591311,0.006962353,0.0001542743,0.00002159708,0.001106748,0.00002767263,0.000003299444,0.0002485463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198981,"threshold_uncertainty_score":0.1162946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746856526","doi":"10.1177/1062860617726855","title":"Advancing Guideline Development in the United States: A Call to Action by the US GRADE Network","year":2017,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Call to action; Guideline; Family medicine; Pathology; Marketing","authors":[{"name":"Rebecca L. Morgan","is_ca":true},{"name":"Shahnaz Sultan","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"Reem A. Mustafa","is_ca":true},{"name":"Philipp Dahm","is_ca":false},{"name":"Mark Helfand","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Amir Qaseem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2513156280748751,"gpt":0.5685358606052655,"spread":0.3172202325303904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1819436,0.002413438,0.003767031,0.005787844,0.01368986,0.03313183,0.01175108,0.09556925,0.0202413],"category_scores_gemma":[0.3132294,0.002724505,0.007008626,0.004668117,0.01406709,0.02437563,0.03469259,0.08155361,0.004796473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960846,"about_ca_system_score_gemma":0.2329328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05598656,"about_ca_topic_score_gemma":0.1255092,"domain_scores_codex":[0.8157828,0.07810803,0.02388726,0.009578886,0.05232209,0.02032104],"domain_scores_gemma":[0.4003267,0.2195785,0.03482369,0.02178151,0.1478863,0.1756033],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763843,0.0007851513,0.007360229,0.0007977875,0.0002450444,0.0004751697,0.002075541,0.0009610979,0.0006283597,0.01622225,0.890204,0.0800691],"study_design_scores_gemma":[0.0005870456,0.0004879862,0.01331977,0.007390307,0.0003001337,0.0004967934,0.008236209,0.002469,0.0008763561,0.03926624,0.926033,0.0005372206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004873511,0.001134691,0.000663487,0.992288,0.003869905,0.00003845344,0.00005949047,0.00006495571,0.001393644],"genre_scores_gemma":[0.01532838,0.004499711,0.02077712,0.9485824,0.00668733,0.0002700507,0.0004208702,0.0001898468,0.003244377],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8180564,"threshold_uncertainty_score":0.9622211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990522062","doi":"10.1177/1062860619889884","title":"Utilizing Lean Methodology to Optimize Operating Room Efficiency: A Multidisciplinary Process Mapping Exercise","year":2019,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Multidisciplinary approach; Process (computing); Lean manufacturing; Process engineering; Process management; Operations management; Operating system","authors":[{"name":"Alysha Nensi","is_ca":true},{"name":"Andrea N. Simpson","is_ca":true},{"name":"Sari Kives","is_ca":true},{"name":"Rebecca Lei","is_ca":true},{"name":"Jacqueline D’Souza","is_ca":true},{"name":"Deborah Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0820104091758428,"gpt":0.3762908039215833,"spread":0.2942803947457405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005416833,0.001000033,0.0006243545,0.001806481,0.001234957,0.001467668,0.0007258792,0.0005971236,0.001891949],"category_scores_gemma":[0.008824917,0.0005059974,0.0009086403,0.001544172,0.0003210115,0.001846875,0.001133228,0.0008236893,0.0001450181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109722,"about_ca_system_score_gemma":0.002554362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619407,"about_ca_topic_score_gemma":0.00523835,"domain_scores_codex":[0.9982002,0.001076258,0.00008048869,0.0001594711,0.0003944348,0.00008918892],"domain_scores_gemma":[0.9937205,0.004786239,0.0003895146,0.0003068783,0.0007351827,0.0000617513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006038591,0.001778059,0.01069079,0.0003995422,0.0003288424,0.000293985,0.002103598,0.5384867,0.01111677,0.009468019,0.001015723,0.4237142],"study_design_scores_gemma":[0.00007922294,0.0007528939,0.004193022,0.000069034,0.0001543382,0.0000891511,0.001493177,0.9727728,0.008580904,0.01039885,0.00137516,0.000041373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3584889,0.0001660367,0.6320093,0.0003317256,0.00002258347,0.0003397844,0.00008909978,0.0003699633,0.008182489],"genre_scores_gemma":[0.5799491,0.0001077789,0.4188496,0.00003807833,0.000007039553,0.0001237957,0.00006131362,0.00004831618,0.0008149054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005416833,"threshold_uncertainty_score":0.02864724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606587571","doi":"10.1177/1062860617703480","title":"Reducing Time to Internal Medicine Consultation in the ED of a Community-Based Hospital: A Commentary on a Quality Improvement Initiative","year":2017,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Niagara Health System; Brock University","funders":"McMaster University","keywords":"Medicine; Quality management; Quality (philosophy); Hospital medicine; Family medicine; Nursing; Operations management","authors":[{"name":"M. Di Santo","is_ca":true},{"name":"Elaina Orlando","is_ca":true},{"name":"Madelyn Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1395980044169849,"gpt":0.5216371914701825,"spread":0.3820391870531976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02883953,0.001495076,0.002797588,0.002114179,0.01369189,0.009887406,0.01048203,0.1141926,0.008743202],"category_scores_gemma":[0.1931799,0.001665018,0.00581297,0.002990334,0.008947772,0.01011718,0.006171246,0.1316456,0.001949885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02592966,"about_ca_system_score_gemma":0.06368169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07738178,"about_ca_topic_score_gemma":0.157174,"domain_scores_codex":[0.9656312,0.01179583,0.006136414,0.004306543,0.008376021,0.003753989],"domain_scores_gemma":[0.7396995,0.1772097,0.01297404,0.002618577,0.04056907,0.02692902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002138569,0.00008041938,0.0006023773,0.001081391,0.0001933845,0.0005319801,0.001435764,0.000142171,0.0001579814,0.003468377,0.9819233,0.01016902],"study_design_scores_gemma":[0.002033777,0.0004760461,0.007620974,0.02308038,0.001900366,0.0006837755,0.01369489,0.0009268941,0.0008929223,0.01199958,0.9361256,0.0005648424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002726679,0.002159279,0.00005557076,0.9720651,0.02490042,0.00001405312,0.0000299115,0.000009285407,0.0004937494],"genre_scores_gemma":[0.003286024,0.0014724,0.00025746,0.9721617,0.02220999,0.00005025824,0.00001913513,0.00002211243,0.0005208828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1141926,"threshold_uncertainty_score":0.1881337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409865967","doi":"10.1097/jmq.0000000000000248","title":"The Clinician in Quality and Innovation: A Qualitative Study of a Novel Academic Pathway at 10 Years","year":2025,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Women in Science and Engineering Newfoundland and Labrador; Women's College Hospital; Sunnybrook Health Science Centre; The Wilson Centre; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Promotion (chess); Health care; Quality management; Quality (philosophy); Medical education; Qualitative research; Informatics; Academic detailing; Nursing; Psychological intervention; Management; Political science; Sociology","authors":[{"name":"Joanne Goldman","is_ca":true},{"name":"Brian M. Wong","is_ca":true},{"name":"Gillian Hawker","is_ca":true},{"name":"Wendy Levinson","is_ca":true},{"name":"Kaveh G Shojania","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1239887259823391,"gpt":0.5510184612912495,"spread":0.4270297353089104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01471334,0.000573219,0.000756395,0.001165733,0.01304623,0.005327089,0.002210784,0.002316089,0.003623303],"category_scores_gemma":[0.02494131,0.0007144357,0.0004492591,0.00138812,0.01011418,0.004447018,0.00578154,0.005134673,0.0004455568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008655701,"about_ca_system_score_gemma":0.009361831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160404,"about_ca_topic_score_gemma":0.02790896,"domain_scores_codex":[0.9817007,0.01389546,0.0003351152,0.0008530333,0.001168001,0.00204759],"domain_scores_gemma":[0.9718179,0.01934779,0.001957359,0.0005203748,0.002163847,0.004192663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004151094,0.00007653751,0.002347481,0.00009770997,0.000003704991,0.001320685,0.9903294,0.00004191446,0.0007126733,0.001293065,0.0008449607,0.002890226],"study_design_scores_gemma":[0.0000056734,0.00005384322,0.0008643558,0.00009241208,0.000002870309,0.0003488325,0.9882153,0.00006939415,0.0003426126,0.0002320715,0.00975954,0.00001309499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792296,0.0006138568,0.005096099,0.007253081,0.0002219566,0.00023532,0.0002138952,0.00003181482,0.007104374],"genre_scores_gemma":[0.9912015,0.0006060638,0.001821997,0.002026164,0.00004853079,0.0002214338,0.00007111935,0.00005182804,0.003951318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01471334,"threshold_uncertainty_score":0.07781255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067530298","doi":"10.1177/1062860613487924","title":"An Integrated Health Care System’s Approach to Development of a Process to Collect Patient Functional Outcomes on Total Joint Replacement Procedures","year":2013,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Process (computing); Joint (building); Health care; Total joint replacement; Medical emergency; Operations management; Intensive care medicine; Surgery","authors":[{"name":"Amy M. Topel","is_ca":false},{"name":"Cynthia A. Schini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02932927935575931,"gpt":0.3422506534161345,"spread":0.3129213740603752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.122661,0.00121133,0.001703276,0.01188163,0.003224444,0.007292394,0.003525222,0.001316383,0.002432545],"category_scores_gemma":[0.09047562,0.001072695,0.00264736,0.01475635,0.002272538,0.007054778,0.007783935,0.004913027,0.0005753412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01640017,"about_ca_system_score_gemma":0.05768633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03783474,"about_ca_topic_score_gemma":0.04344436,"domain_scores_codex":[0.8824374,0.0759201,0.01639139,0.004639,0.01840356,0.002208552],"domain_scores_gemma":[0.9112916,0.01682898,0.009133923,0.009289753,0.04922545,0.004230336],"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":[0.0007035147,0.00502113,0.2652724,0.003345059,0.001608868,0.0002587896,0.01259974,0.007765973,0.002677087,0.07184219,0.0259695,0.6029358],"study_design_scores_gemma":[0.002033573,0.01765627,0.5964127,0.007685028,0.002591926,0.0005695458,0.02726761,0.07881415,0.01366352,0.06591971,0.186677,0.0007089856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09108967,0.002828087,0.7135303,0.03586081,0.00167017,0.08488797,0.006702925,0.002554699,0.0608754],"genre_scores_gemma":[0.230443,0.0007793535,0.7373497,0.004079018,0.0002471427,0.02273036,0.002621172,0.0000843351,0.001665858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.122661,"threshold_uncertainty_score":0.6487013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210620181","doi":"10.1097/jmq.0000000000000039","title":"Improving Mortality Through a Multihospital, Collaborative Quality Improvement Project","year":2022,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality management; Psychological intervention; Documentation; Health care; Patient safety; Accountability; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.4841803450050857,"gpt":0.7034338845979029,"spread":0.2192535395928172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04154669,0.0004981506,0.000445628,0.001505684,0.002629232,0.00195653,0.001642744,0.0006628765,0.001301287],"category_scores_gemma":[0.03508183,0.0004933319,0.0006093195,0.001145687,0.001246158,0.001843169,0.007700313,0.001757053,0.0002091775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799302,"about_ca_system_score_gemma":0.0390682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007806458,"about_ca_topic_score_gemma":0.0136481,"domain_scores_codex":[0.9696925,0.0208551,0.001715645,0.001858414,0.003684416,0.002193959],"domain_scores_gemma":[0.9648904,0.007821073,0.006209004,0.006044022,0.006077199,0.008958395],"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":[0.003202782,0.03412846,0.2358124,0.0007173864,0.0003779488,0.0003681041,0.01249438,0.008568222,0.006922253,0.002647745,0.01039271,0.6843676],"study_design_scores_gemma":[0.007721692,0.07195695,0.8156542,0.0007896642,0.0007095251,0.0005385081,0.02542371,0.02394806,0.01854662,0.00287485,0.03160364,0.0002326356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704524,0.0001422803,0.01661322,0.003516358,0.00007322243,0.005531675,0.0004050278,0.0002835797,0.002982345],"genre_scores_gemma":[0.8645298,0.0002665129,0.1259708,0.0008556233,0.00006543298,0.005396741,0.0009047018,0.00002642857,0.001983868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154669,"threshold_uncertainty_score":0.2197225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409865799","doi":"10.1097/jmq.0000000000000243","title":"Quality Improvement Interventions to Enhance Physician Billing: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"American Journal of Medical Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"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; Psychological intervention; Generalizability theory; MEDLINE; Intervention (counseling); Family medicine; Quality management; Nursing","authors":[{"name":"Rebecca Theal","is_ca":true},{"name":"Akshay Rajaram","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1735916978902337,"gpt":0.6266005966816788,"spread":0.4530088987914451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01258673,0.001717256,0.008114248,0.009619101,0.0007408215,0.002383857,0.001649799,0.001554827,0.004684897],"category_scores_gemma":[0.04100904,0.001065273,0.009231173,0.009638808,0.0007167585,0.002119476,0.001387757,0.0015572,0.0003428112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004321999,"about_ca_system_score_gemma":0.01475659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031307,"about_ca_topic_score_gemma":0.02393872,"domain_scores_codex":[0.9924677,0.002690186,0.002356537,0.0004591216,0.001798125,0.0002283175],"domain_scores_gemma":[0.9720961,0.01977965,0.004525748,0.0004331189,0.002843477,0.0003219033],"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":[0.0002530902,0.0000571923,0.000600371,0.8944799,0.01037102,0.00005150918,0.0001217061,0.000143619,0.0001552861,0.0002025467,0.001598618,0.09196509],"study_design_scores_gemma":[0.0005496607,0.0004275611,0.004688197,0.8719569,0.1016441,0.0002280181,0.0002418637,0.0002043345,0.0003679164,0.0003615256,0.01928726,0.00004267247],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005818047,0.9983058,0.000173605,0.000205975,0.00007450846,0.0003721088,0.0001190954,0.00001096708,0.0001560671],"genre_scores_gemma":[0.007440955,0.9906994,0.0008663992,0.0002917995,0.00005539148,0.0004847168,0.00009498502,0.00000417836,0.00006226989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01258673,"threshold_uncertainty_score":0.06656575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117731285","doi":"10.1097/jmq.0000000000000274","title":"Trauma-Informed Care Through the Lens of Immigration-Related Trauma: A Medical Education Intervention","year":2025,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of New Brunswick","funders":"","keywords":"Intervention (counseling); Lens (geology); Continuing medical education; MEDLINE; Medical care","authors":[{"name":"Julia Gillan","is_ca":false},{"name":"Betsy Mathew","is_ca":true},{"name":"Jessica Occhiogrosso","is_ca":false},{"name":"Nathalia Arias-Alzate","is_ca":true},{"name":"Kristen M. Coppola","is_ca":false},{"name":"Karen W. Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02892849726103307,"gpt":0.4469176284931563,"spread":0.4179891312321232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481076,0.0007227768,0.0007020051,0.0009703203,0.009391991,0.002571162,0.001981201,0.003557277,0.01508479],"category_scores_gemma":[0.01127535,0.0007820246,0.0009156683,0.0008376919,0.002740095,0.002371251,0.00638959,0.00748062,0.0006424764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004969943,"about_ca_system_score_gemma":0.02783957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361084,"about_ca_topic_score_gemma":0.02352083,"domain_scores_codex":[0.9976032,0.001074269,0.0001031324,0.0001708467,0.0001743387,0.0008741767],"domain_scores_gemma":[0.9929737,0.002198067,0.0004573501,0.0002778054,0.0003618648,0.003731171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01021777,0.4060702,0.0227542,0.002434575,0.0002898096,0.002427884,0.1171096,0.0009606144,0.001829289,0.01288753,0.02389651,0.3991221],"study_design_scores_gemma":[0.08542372,0.09871873,0.1633616,0.007549022,0.002238888,0.001795257,0.4794696,0.005308676,0.005900625,0.02634853,0.1233046,0.0005807775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628915,0.0005502783,0.001035417,0.01533892,0.0008156412,0.005171526,0.00006037918,0.00006578534,0.01407052],"genre_scores_gemma":[0.9782135,0.001065259,0.005925491,0.00431374,0.0003106942,0.006034235,0.00006322002,0.00001303957,0.004060957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508479,"threshold_uncertainty_score":0.05046368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205394947","doi":"10.1097/jmq.0000000000000040","title":"Using a Virtual Clinic to Improve Surgical Care Efficiency","year":2022,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Obesity Network; University of Calgary","funders":"","keywords":"Surgical procedures; MEDLINE; Patient care; Surgical nursing; Telemedicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04172375222203247,"gpt":0.4148989560986452,"spread":0.3731752038766128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003267744,0.0005472276,0.0003488316,0.001003785,0.002789575,0.00432036,0.00191186,0.001358254,0.01956555],"category_scores_gemma":[0.01083134,0.0004379294,0.0007397785,0.0005881332,0.0008226956,0.002496444,0.004426209,0.001390236,0.002138768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112877,"about_ca_system_score_gemma":0.004540468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372226,"about_ca_topic_score_gemma":0.006583928,"domain_scores_codex":[0.995315,0.003036539,0.000131889,0.0003594518,0.0005610728,0.0005960463],"domain_scores_gemma":[0.9886338,0.003204626,0.001094869,0.001037341,0.0009331041,0.005096325],"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":[0.001782018,0.02514352,0.08663417,0.0004797324,0.0002989464,0.002017756,0.004119718,0.01527621,0.005854021,0.009686163,0.1552213,0.6934865],"study_design_scores_gemma":[0.005925891,0.0349517,0.2593662,0.001708353,0.001302418,0.01077213,0.03216624,0.293843,0.01438288,0.05561172,0.2885864,0.001383123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.80978,0.0008919067,0.05962202,0.01963213,0.00302955,0.0009636549,0.0006589701,0.005294512,0.1001274],"genre_scores_gemma":[0.9563077,0.000279532,0.0340447,0.002460095,0.0004760263,0.0003132623,0.0002288405,0.0001415875,0.005748115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956555,"threshold_uncertainty_score":0.06545329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205301776","doi":"10.1097/jmq.0000000000000034","title":"Implementation of a Standardized Alteplase Administration Algorithm to Improve Hemodialysis Adequacy","year":2022,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Calgary Laboratory Services; South Health Campus; Alberta Health Services","funders":"","keywords":"Hemodialysis; Administration (probate law); MEDLINE; Quality management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01774760237672333,"gpt":0.3919497140716304,"spread":0.3742021116949071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00857783,0.0005152095,0.000795515,0.001926634,0.0009462165,0.002563675,0.001128659,0.0007108641,0.002116141],"category_scores_gemma":[0.02268276,0.0002805039,0.0009220748,0.001149232,0.000346768,0.001601713,0.001468783,0.002413577,0.0004522199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440926,"about_ca_system_score_gemma":0.01157701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407351,"about_ca_topic_score_gemma":0.005607896,"domain_scores_codex":[0.9919589,0.003645344,0.001758412,0.0005318312,0.00173342,0.0003721912],"domain_scores_gemma":[0.987132,0.003078884,0.003014427,0.0009822182,0.004541194,0.001251358],"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":[0.0008884519,0.005320881,0.1025184,0.0005263941,0.0004088633,0.0004605212,0.001020064,0.01120419,0.003104547,0.004137208,0.03815188,0.8322585],"study_design_scores_gemma":[0.003650897,0.01143252,0.6311249,0.004540375,0.001347676,0.003536188,0.002983208,0.1419333,0.03064242,0.01904154,0.1491828,0.0005843302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4948833,0.00490123,0.3502063,0.05830375,0.002389404,0.01402543,0.001657539,0.008698254,0.06493479],"genre_scores_gemma":[0.6793103,0.001736518,0.3055837,0.006340397,0.0005371796,0.002461402,0.001072551,0.0002381508,0.002719835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00857783,"threshold_uncertainty_score":0.04536438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026189829","doi":"10.1177/1062860620925537","title":"Improving Patients’ Experience Undergoing Spinal Anesthesia for Cesarean Delivery","year":2020,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto; University of Calgary; Mount Sinai Hospital; Western University","funders":"","keywords":"Medicine; Spinal anesthesia; Cesarean delivery; Anesthesia; Surgery; Pregnancy","authors":[{"name":"Fatemah Qasem","is_ca":true},{"name":"Sudhu Indu Singh","is_ca":true},{"name":"Aya Alsaharty","is_ca":true},{"name":"Ilana Sebbag","is_ca":true},{"name":"Mouveen Sharma","is_ca":true},{"name":"Ekta Khemani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04259576339360948,"gpt":0.336702687318499,"spread":0.2941069239248895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007471567,0.00007539308,0.0001597877,0.0002789193,0.0007103941,0.0006806516,0.0002511746,0.000340133,0.006067038],"category_scores_gemma":[0.010748,0.00008320101,0.0002976515,0.0003540179,0.000187806,0.0004789736,0.0005322123,0.001012789,0.0003770992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362174,"about_ca_system_score_gemma":0.001332927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147155,"about_ca_topic_score_gemma":0.01341527,"domain_scores_codex":[0.9992704,0.0002147367,0.00008310892,0.00004800682,0.0002144764,0.0001693073],"domain_scores_gemma":[0.995352,0.00106877,0.00155232,0.00007468161,0.0006848183,0.001267431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519919,0.0002574075,0.9444116,0.00008457193,0.0000684505,0.0002215116,0.001989051,0.00009148793,0.0002572066,0.0001338506,0.007756513,0.04457638],"study_design_scores_gemma":[0.00001755034,0.0002826411,0.9899464,0.0000721193,0.00004153245,0.000425255,0.004246842,0.0001474342,0.00009447934,0.0001243045,0.004581177,0.00002029207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831477,0.001291536,0.0001324345,0.005745784,0.0001338701,0.00003061532,0.0005105705,0.00001364003,0.008993881],"genre_scores_gemma":[0.9960777,0.001113586,0.0004011464,0.0009625874,0.00008378364,0.00001935496,0.0003623934,0.000004984031,0.000974374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006067038,"threshold_uncertainty_score":0.02029628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161139817","doi":"10.1097/01.jmq.0000735460.66073.8f","title":"Reliability of Patient-Report, Physician-Report, and Medical Record Review to Identify Hospital-Acquired Complications","year":2021,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Sinai Hospital; University Health Network; Trillium Health Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Deep vein; Medical record; Complication; Delirium; Pneumonia; Pulmonary embolism; Emergency medicine; Urinary system; Thrombosis; Venous thrombosis; Surgery; Intensive care medicine; Internal medicine","authors":[{"name":"Eshan Fernando","is_ca":true},{"name":"Shail Rawal","is_ca":true},{"name":"Saeha Shin","is_ca":true},{"name":"Karan Bajwa","is_ca":false},{"name":"Janice L. Kwan","is_ca":true},{"name":"Lauren Lapointe‐Shaw","is_ca":true},{"name":"Terence Tang","is_ca":true},{"name":"Adina Weinerman","is_ca":true},{"name":"Fahad Razak","is_ca":true},{"name":"Amol A. Verma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02615053862928148,"gpt":0.4063322375352982,"spread":0.3801816989060167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03335551,0.0004019302,0.001020155,0.003277927,0.0005707142,0.001734087,0.000800635,0.0005302952,0.0005401081],"category_scores_gemma":[0.1420095,0.0005177218,0.00108486,0.003009795,0.0008268862,0.001500894,0.001725889,0.0006130399,0.0002057163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382091,"about_ca_system_score_gemma":0.001510524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048916,"about_ca_topic_score_gemma":0.0134303,"domain_scores_codex":[0.9511606,0.02513105,0.009656002,0.003254712,0.009544544,0.001252955],"domain_scores_gemma":[0.8064756,0.09367272,0.06270723,0.009203804,0.02598693,0.001953655],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092871,0.00004345439,0.9950892,0.00008185621,0.0002115216,0.00001928503,0.0007822108,0.00007991093,0.00006375023,0.00001937104,0.0001213153,0.003278773],"study_design_scores_gemma":[0.00002307423,0.0002874102,0.9974865,0.00007481915,0.0000864137,0.0001533482,0.0006527214,0.0006686261,0.0001572787,0.00002657411,0.0003654655,0.00001790951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994297,0.00149552,0.001263858,0.0001356457,0.00004806785,0.0002442374,0.0008159701,0.00002973668,0.001669983],"genre_scores_gemma":[0.9983006,0.0002189561,0.0006974962,0.00006132083,0.00002872748,0.00009641473,0.0005021707,0.000005113407,0.00008920793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9666445,"threshold_uncertainty_score":0.1764029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407834259","doi":"10.1097/jmq.0000000000000228","title":"Clinician Views of an Opioid Prescribing Report with Peer Comparisons and Patient-Reported Outcomes","year":2025,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hamilton Health Sciences Foundation","keywords":"Medicine; Helpfulness; Pill; Family medicine; Medical prescription; Intervention (counseling); Quality management; Patient satisfaction; MEDLINE; Opioid; Nursing","authors":[{"name":"Jeffrey P. Ebert","is_ca":false},{"name":"E. Madeline Grenader","is_ca":false},{"name":"Rachel Gonzales","is_ca":false},{"name":"Evan Spencer","is_ca":false},{"name":"Lauren Southwick","is_ca":false},{"name":"Frances S. Shofer","is_ca":false},{"name":"M. Kit Delgado","is_ca":false},{"name":"Anish K. Agarwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05627403442319721,"gpt":0.4243400213197687,"spread":0.3680659868965714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02300477,0.0002524468,0.0004095591,0.00104372,0.0008019059,0.001849559,0.0004537098,0.000643138,0.002568187],"category_scores_gemma":[0.1794277,0.0002574471,0.0006772113,0.0007496233,0.0007682205,0.001505002,0.001610229,0.0009529533,0.0003583535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014628,"about_ca_system_score_gemma":0.001053594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256812,"about_ca_topic_score_gemma":0.004300123,"domain_scores_codex":[0.9601417,0.02599641,0.004508607,0.001110806,0.007556149,0.0006863956],"domain_scores_gemma":[0.7981108,0.1029022,0.06724771,0.004831843,0.02272154,0.004185888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004755818,0.0003467096,0.9561245,0.0001589992,0.0001419086,0.0001389536,0.01258466,0.0002367033,0.0007293541,0.00006262791,0.0006889529,0.02831093],"study_design_scores_gemma":[0.00006005953,0.001860935,0.9732537,0.0001527405,0.0001197988,0.0005473009,0.0189626,0.00143646,0.001315622,0.0001563586,0.00206486,0.00006961555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960937,0.0001814721,0.0005092453,0.0007701469,0.00003693512,0.00005902356,0.000104879,0.00001486278,0.002229739],"genre_scores_gemma":[0.9983834,0.0001140069,0.0007963157,0.0001569457,0.0000574409,0.00006809453,0.00008929637,0.000006154143,0.0003283171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300477,"threshold_uncertainty_score":0.1216623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032419889","doi":"10.1177/1062860620929643","title":"Is My Quality Improvement Initiative Also Research? A Primer on Making This Distinction and the Ethical Considerations for Graduate Trainees","year":2020,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Primer (cosmetics); Quality (philosophy); Medical education; Quality management; Graduate education; Graduate medical education; Engineering ethics; Management; Accreditation; Engineering; Epistemology","authors":[{"name":"Tyrone G. Harrison","is_ca":true},{"name":"Sadia Ahmed","is_ca":true},{"name":"Sumedh Bele","is_ca":true},{"name":"Nicola Cavanagh","is_ca":true},{"name":"Brenda R. Hemmelgarn","is_ca":true},{"name":"Deirdre McCaughey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5385462145151912,"gpt":0.6130962451841309,"spread":0.07455003066893962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1367797,0.001144002,0.002054746,0.001360565,0.01658054,0.01774644,0.00467513,0.049252,0.003980793],"category_scores_gemma":[0.1393771,0.001363504,0.001942155,0.00122012,0.06259934,0.03041627,0.01974397,0.1234962,0.001956433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006236413,"about_ca_system_score_gemma":0.03153439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000228,"about_ca_topic_score_gemma":0.007424892,"domain_scores_codex":[0.8959426,0.07345822,0.005871311,0.003721792,0.01572747,0.005278708],"domain_scores_gemma":[0.8579876,0.102556,0.005295383,0.004148106,0.01643171,0.01358121],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002393495,0.0002025392,0.0005649169,0.0003090448,0.00002677218,0.0007778223,0.04568482,0.0001977708,0.0004980935,0.6602846,0.2593333,0.03209643],"study_design_scores_gemma":[0.00006941106,0.0001718033,0.0004492116,0.003609623,0.00002692657,0.001373913,0.03225265,0.000447386,0.0003481939,0.3938253,0.5672438,0.0001818237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004511065,0.003965717,0.005646228,0.9787007,0.004990563,0.00006246413,0.000007150741,0.00001645385,0.006159703],"genre_scores_gemma":[0.03565647,0.008028653,0.0198219,0.9133599,0.009658623,0.0005725651,0.00001958315,0.00009727246,0.01278496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.950748,"threshold_uncertainty_score":0.7233688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967198956","doi":"10.1177/1062860608315614","title":"Book Review: <i>Innovation-Driven Health Care: 34 Key Concepts for Transformation</i> (Sudbury, Massachusetts: Jones and Bartlett Publishers; 2007), by Richard L. Reece, MD","year":2008,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Key (lock); Transformation (genetics); Gerontology","authors":[{"name":"Virginia Jackson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04754489942422627,"gpt":0.4531639870989934,"spread":0.4056190876747672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406545,0.001290076,0.001241478,0.002579287,0.0009144847,0.003644949,0.001641238,0.003043611,0.03562424],"category_scores_gemma":[0.006950779,0.0004780885,0.0006815812,0.002875067,0.001242368,0.003359122,0.001137111,0.005257682,0.03011478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342625,"about_ca_system_score_gemma":0.003677726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008153927,"about_ca_topic_score_gemma":0.02499635,"domain_scores_codex":[0.9989617,0.0001646174,0.00005239135,0.00009555512,0.0006677255,0.0000580671],"domain_scores_gemma":[0.9952406,0.001986803,0.0002518116,0.00007454959,0.002014967,0.0004313663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002668663,0.00000279295,0.0000120497,0.0001004187,0.000001692682,0.000008861167,0.00000732698,0.00001290337,0.00001261785,0.0003698733,0.9823262,0.01714254],"study_design_scores_gemma":[0.000006089494,0.000007657229,0.0001222961,0.0004478162,0.000004264731,0.0001416575,0.00002166656,0.00003079983,0.00002317681,0.0005625206,0.9986259,0.000006201894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001569297,0.6135694,0.0009228698,0.1679581,0.1634224,0.00007431357,0.0002461349,0.0001437788,0.05350614],"genre_scores_gemma":[0.001913215,0.5353867,0.001074831,0.09590222,0.1167533,0.0001348448,0.0003444795,0.0001506917,0.2483397],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03562424,"threshold_uncertainty_score":0.119175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}