{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"50fbf85091f8","filters":{"venue":"International Medical Education"}},"results":[{"id":"W4391026420","doi":"10.3390/ime3010004","title":"Examining the Efficacy of ChatGPT in Marking Short-Answer Assessments in an Undergraduate Medical Program","year":2024,"lang":"en","type":"article","venue":"International Medical Education","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Rubric; Reliability (semiconductor); Medical education; Curriculum; Psychology; Computer science; Inter-rater reliability; Medicine; Mathematics education; Rating scale; Pedagogy","authors":[{"name":"Leo Morjaria","is_ca":true},{"name":"Levi Burns","is_ca":true},{"name":"Keyna Bracken","is_ca":true},{"name":"Anthony J Levinson","is_ca":true},{"name":"Quang Ngo","is_ca":true},{"name":"Mark Lee","is_ca":true},{"name":"Matthew Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1665316257906498,"gpt":0.5365099278259731,"spread":0.3699783020353232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001470594,0.0001065485,0.0001636727,0.0003623939,0.00002725393,0.00004492045,0.0002678344,0.0001801326,0.0008087295],"category_scores_gemma":[0.002735786,0.00007975868,0.00004230961,0.0004805646,0.0001262754,0.0001959203,0.00003691119,0.0005815628,0.00001918651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140559,"about_ca_system_score_gemma":0.003114473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008719828,"about_ca_topic_score_gemma":0.0009225163,"domain_scores_codex":[0.9974179,0.0001310402,0.0007126725,0.0002995355,0.001237741,0.0002011678],"domain_scores_gemma":[0.9987912,0.0005869756,0.00005392651,0.0001831371,0.0001654684,0.0002193253],"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":[0.00005265564,0.001247712,0.1338925,0.00007241136,0.00002017449,0.00002154223,0.001509868,0.000005424037,0.0000335864,0.002379913,0.0004090804,0.8603551],"study_design_scores_gemma":[0.0004314866,0.0009378017,0.7870061,0.009995585,0.00006829832,0.0002356078,0.00943296,0.1554241,0.0007966099,0.008532825,0.02675476,0.0003837789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480858,0.0003418711,0.0003286583,0.04410641,0.00425555,0.0004873958,8.573011e-7,0.00004491445,0.002348481],"genre_scores_gemma":[0.9968395,0.0002116687,0.0003717263,0.001048177,0.001041087,0.0002000874,0.0001148229,0.00001639293,0.0001565572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599713,"threshold_uncertainty_score":0.8855021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315646575","doi":"10.3390/ime2010001","title":"What Do Clinicians Mean by “Good Clinical Judgment”: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"International Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto East General Hospital; Queen's University; Western University; Joseph Brant Hospital; McMaster University","funders":"","keywords":"Conceptualization; Judgement; Clinical judgement; Excellence; Curiosity; Psychology; Clinical judgment; Nice; Medical education; Clinical Practice; Qualitative research; Medicine; Nursing; Social psychology; Family medicine; Epistemology; Medical physics","authors":[{"name":"Michael Tsang","is_ca":true},{"name":"Leslie R. Martin","is_ca":true},{"name":"Sarah Blissett","is_ca":true},{"name":"Stephen Gauthier","is_ca":true},{"name":"Zeeshan Ahmed","is_ca":true},{"name":"Deeqo Muhammed","is_ca":true},{"name":"Matthew Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07070865741515937,"gpt":0.5418585826838602,"spread":0.4711499252687009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003882968,0.0001701548,0.0003976063,0.0001737799,0.00006353238,0.00009953941,0.0003089243,0.0002333892,0.00202132],"category_scores_gemma":[0.1190384,0.0001441082,0.0002043092,0.0003872041,0.0001840394,0.0001863439,0.0001012734,0.0005729498,0.001383584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177014,"about_ca_system_score_gemma":0.001282629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001337494,"about_ca_topic_score_gemma":0.00003873427,"domain_scores_codex":[0.9959378,0.0004148367,0.001136362,0.0005603174,0.001691528,0.0002591067],"domain_scores_gemma":[0.9838866,0.01423893,0.0002593409,0.0003736777,0.00047101,0.0007704715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003100397,0.0143176,0.09182359,0.00001449427,0.0005290385,0.00006783766,0.02447736,7.14093e-7,0.000005194103,0.00174042,0.4514914,0.4152223],"study_design_scores_gemma":[0.01552696,0.004963121,0.2069031,0.009665957,0.0006522462,0.0001028472,0.560517,0.001697501,0.00004164701,0.01056812,0.1884334,0.0009281142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150419,0.0003065074,0.00007522576,0.06783757,0.01275876,0.0005713566,0.00001677158,0.0001858843,0.003206096],"genre_scores_gemma":[0.9792894,0.001802785,0.0001205436,0.009242908,0.001847166,0.000178584,0.0006362908,0.00002934709,0.00685299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360397,"threshold_uncertainty_score":0.9993939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415155614","doi":"10.3390/ime4040039","title":"Understanding the Role of Large Language Model Virtual Patients in Developing Communication and Clinical Skills in Undergraduate Medical Education","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"McMaster University","keywords":"Likert scale; Fidelity; Virtual patient; Scale (ratio); Work (physics); Simulated patient; MEDLINE; Communication skills","authors":[{"name":"Urmi Sheth","is_ca":true},{"name":"Margret Lo","is_ca":true},{"name":"Navjeet Baath","is_ca":true},{"name":"Nicole Last","is_ca":true},{"name":"Eddie Guo","is_ca":true},{"name":"Sandra Monteiro","is_ca":true},{"name":"Matthew Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03336576451276652,"gpt":0.4442491564292637,"spread":0.4108833919164972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001469552,0.000123586,0.0002296915,0.0004945581,0.00007101645,0.00001882484,0.0003030853,0.0002537279,0.0001195654],"category_scores_gemma":[0.006022489,0.0001079174,0.00004736733,0.0004762133,0.0001693064,0.0001453233,0.0001015695,0.0005340357,0.000003347036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009689222,"about_ca_system_score_gemma":0.009803591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006395067,"about_ca_topic_score_gemma":0.001032409,"domain_scores_codex":[0.9974169,0.0002716625,0.0009989198,0.0002735602,0.0008636134,0.0001753489],"domain_scores_gemma":[0.9978586,0.001061458,0.0002244737,0.000295856,0.0003882395,0.000171303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005691744,0.001621834,0.8458692,0.00004540784,0.00002523154,2.629209e-7,0.002453791,0.00004113991,0.000001226214,0.11665,0.0006567706,0.0325782],"study_design_scores_gemma":[0.00236471,0.0000446795,0.8458773,0.002911136,0.00002818636,0.000004981275,0.01367981,0.1003762,0.00002407094,0.03393944,0.0006078819,0.0001415473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179239,0.0004386041,0.003422674,0.07417291,0.001196059,0.0005607831,0.000005128531,0.00002007474,0.002259847],"genre_scores_gemma":[0.9907776,0.0005113843,0.0007825334,0.007193008,0.0001103932,0.00008954568,0.0003331744,0.0000124538,0.000189892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003351,"threshold_uncertainty_score":0.9958099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323844728","doi":"10.3390/ime2010006","title":"Defining Leadership in Undergraduate Medical Education, Networks, and Instructors: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"International Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Wilfrid Laurier University","keywords":"Portuguese; Inclusion (mineral); Medical education; Curriculum; Educational leadership; Leadership development; Grey literature; Psychology; Political science; Pedagogy; Medicine; MEDLINE; Public relations","authors":[{"name":"Pablo Rodríguez‐Feria","is_ca":false},{"name":"Katarzyna Czabanowska","is_ca":false},{"name":"Suzanne M. Babich","is_ca":false},{"name":"Daniela Rodríguez-Sánchez","is_ca":false},{"name":"Fredy Leonardo Carreño Hernández","is_ca":false},{"name":"Luis Jorge Hernandéz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186125685722426,"gpt":0.4662865770977916,"spread":0.347674008525549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002746547,0.0005446094,0.001670746,0.001350607,0.0001010323,0.00007554045,0.0006742101,0.001027493,0.001489919],"category_scores_gemma":[0.05060022,0.0004938964,0.0002403479,0.002135991,0.0003522057,0.0002294188,0.000205234,0.002112285,0.0002336068],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003477,"about_ca_system_score_gemma":0.03823288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597369,"about_ca_topic_score_gemma":0.0001386228,"domain_scores_codex":[0.9932284,0.0003376346,0.002447642,0.0009116729,0.002540976,0.0005336546],"domain_scores_gemma":[0.9968509,0.0006250183,0.000804824,0.0005473192,0.0006103811,0.0005615631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005065852,0.0004303303,0.0002078138,0.08349704,0.0001037735,0.00001337125,0.00004359907,1.472318e-7,2.43797e-9,0.005963074,0.03664879,0.873087],"study_design_scores_gemma":[0.0002866936,0.00002541334,0.00007902101,0.6689159,0.0002754103,0.0006917418,0.0001242489,0.0002278516,1.710342e-8,0.000289476,0.3287846,0.0002996843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001317148,0.9428284,0.0001295776,0.04641383,0.007361361,0.001908235,0.000003458878,0.0001378264,0.001204113],"genre_scores_gemma":[0.00002408708,0.967213,0.0007702046,0.0247856,0.00216109,0.001502851,0.002535326,0.0001199764,0.0008878739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8727873,"threshold_uncertainty_score":0.9997513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318499755","doi":"10.3390/ime2010003","title":"Designing an International Faculty Development Program in Medical Education: Capacity and Partnership","year":2023,"lang":"en","type":"article","venue":"International Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"General partnership; Curriculum; Medical education; Capacity building; Faculty development; Government (linguistics); China; Curriculum development; Political science; Professional development; Medicine; Sociology; Pedagogy","authors":[{"name":"Martha Burkle","is_ca":false},{"name":"Darryl Rolfson","is_ca":true},{"name":"M Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07925715259143105,"gpt":0.4545699972182654,"spread":0.3753128446268343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849304,0.0002315052,0.000253298,0.0009069603,0.0001209639,0.0000942769,0.0005126665,0.0003876951,0.00239823],"category_scores_gemma":[0.01221641,0.0002241775,0.00004601832,0.0009830032,0.0002549775,0.0004908351,0.0001201371,0.0007309243,0.0001635356],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00063742,"about_ca_system_score_gemma":0.008359295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209013,"about_ca_topic_score_gemma":0.00008871317,"domain_scores_codex":[0.9955127,0.0001027946,0.000865015,0.0005891502,0.002568245,0.0003620565],"domain_scores_gemma":[0.9981927,0.00009071577,0.0001737465,0.000273548,0.0007412912,0.0005280602],"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":[0.00006061443,0.003245642,0.09327613,0.00007926652,0.00006260177,0.00001731172,0.002290584,0.000001964074,0.00003361315,0.006085679,0.02199299,0.8728536],"study_design_scores_gemma":[0.001864104,0.0001570634,0.5601153,0.001616055,0.00002950606,0.000433336,0.003763486,0.01453379,0.0002913767,0.00165679,0.4150852,0.0004540413],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924709,0.00004127487,0.0003341768,0.05867263,0.00476033,0.0006939741,0.000002468694,0.0003137232,0.01047247],"genre_scores_gemma":[0.9490262,0.0001287989,0.02710073,0.01494275,0.002280143,0.001325537,0.003288683,0.00004558422,0.001861617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8723996,"threshold_uncertainty_score":0.9985137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386026641","doi":"10.3390/ime2030017","title":"Integrating Language Instruction into Pharmacy Education: Spanish and Arabic Languages as Examples","year":2023,"lang":"en","type":"article","venue":"International Medical Education","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacy; Curriculum; Medical education; First language; Fluency; Health care; Pharmacist; Medicine; Pharmacy practice; Pedagogy; Psychology; Nursing; Mathematics education; Political science","authors":[{"name":"Marta Noa Valcarcel‐Ares","is_ca":false},{"name":"Sara Abdulrhim","is_ca":false},{"name":"Karli Anders","is_ca":false},{"name":"Raja Mahamade Ali","is_ca":false},{"name":"Banan Mukhalalati","is_ca":false},{"name":"Fatima Mraiche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04080704129801432,"gpt":0.5227910060314197,"spread":0.4819839647334054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008471027,0.000140829,0.0001460822,0.000295273,0.0005370054,0.00003843197,0.0004161874,0.000157569,0.003185525],"category_scores_gemma":[0.005762544,0.0001324355,0.00003891486,0.0003233223,0.00009990171,0.0002229699,0.0001909191,0.0007607295,0.0007049141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740134,"about_ca_system_score_gemma":0.002918409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008333671,"about_ca_topic_score_gemma":0.000529688,"domain_scores_codex":[0.9979229,0.0004268305,0.0005590844,0.0002965449,0.0005539822,0.0002406545],"domain_scores_gemma":[0.9980679,0.0006715184,0.0002393041,0.0002869463,0.0004859515,0.0002483602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005094366,0.0001743575,0.07197785,0.0002871518,0.00004229023,0.000002642859,0.04589194,8.933425e-7,0.0003572074,0.07589383,0.04204287,0.763278],"study_design_scores_gemma":[0.001313841,0.00008911362,0.05771283,0.004120278,0.00003734045,0.000118955,0.4745263,0.00369153,0.0002700963,0.02233665,0.435225,0.0005580305],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000186,0.0006638324,0.00007153758,0.04365313,0.006151685,0.0003636455,0.000006851032,0.0003416358,0.04872904],"genre_scores_gemma":[0.9828272,0.0005931262,0.00108597,0.007140081,0.001995444,0.0005710671,0.0005006241,0.00002671065,0.00525974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76272,"threshold_uncertainty_score":0.9982699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412594378","doi":"10.3390/ime4030027","title":"MD Student Perceptions of ChatGPT for Reflective Writing Feedback in Undergraduate Medical Education","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Reflective writing; Perception; Psychology; Medical education; Undergraduate education; Mathematics education; Pedagogy; Medicine","authors":[{"name":"Nabil Haider","is_ca":true},{"name":"Leo Morjaria","is_ca":true},{"name":"Urmi Sheth","is_ca":true},{"name":"Nujud Al-Jabouri","is_ca":true},{"name":"Matthew Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01276890974467085,"gpt":0.4488961260687386,"spread":0.4361272163240678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001286432,0.0001842797,0.000333929,0.001021421,0.00009124915,0.00002702522,0.0004166761,0.0003460715,0.001390849],"category_scores_gemma":[0.01618252,0.0001846267,0.0001194996,0.001015849,0.0002406065,0.0001745055,0.00007853081,0.0005628126,0.00002689556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048771,"about_ca_system_score_gemma":0.01195477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592039,"about_ca_topic_score_gemma":0.00009005174,"domain_scores_codex":[0.9965538,0.00008791871,0.001120751,0.0004345794,0.001547022,0.0002558859],"domain_scores_gemma":[0.9974151,0.0002705438,0.000254923,0.000305446,0.001580275,0.0001737501],"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":[0.0002115625,0.00825663,0.0801193,0.000442263,0.0001901053,0.000001733195,0.001569715,0.000006106339,0.0003674133,0.1151533,0.1247353,0.6689465],"study_design_scores_gemma":[0.009631397,0.0006013459,0.7306466,0.01665778,0.0003793325,0.0002158946,0.02986854,0.012994,0.001143779,0.05384028,0.1431654,0.0008557045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6924245,0.000500316,0.01394754,0.2530162,0.009475476,0.001642778,0.000008848823,0.00007901764,0.02890527],"genre_scores_gemma":[0.9706915,0.0003532419,0.007976436,0.01562816,0.00108665,0.0009702481,0.0006008984,0.00002518577,0.002667697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6680908,"threshold_uncertainty_score":0.999522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411452834","doi":"10.3390/ime4020022","title":"From Uncertainty to Confidence: Peer-Led Research and the Formation of Medical Academic Identity","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Health and Medical Research Impacts","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":"Western University","funders":"","keywords":"Mentorship; Psychology; Medical education; Competence (human resources); Self-efficacy; Medicine; Social psychology","authors":[{"name":"Andrea Cuschieri","is_ca":false},{"name":"Sarah Cuschieri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1487269763070995,"gpt":0.5996221321323983,"spread":0.4508951558252988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01172285,0.00007953715,0.0002300343,0.0003580164,0.00009291196,0.00003401731,0.0005622544,0.0002956147,0.001627509],"category_scores_gemma":[0.3676442,0.00005134271,0.00003957009,0.0005132476,0.0006954447,0.0001943536,0.0002255041,0.001242987,0.00004934745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244232,"about_ca_system_score_gemma":0.01598627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430597,"about_ca_topic_score_gemma":0.0002076062,"domain_scores_codex":[0.9917736,0.0002897504,0.0005860755,0.0002191207,0.006780568,0.0003508606],"domain_scores_gemma":[0.9893866,0.00377674,0.0001145942,0.0003350182,0.002598154,0.003788939],"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":[0.002135094,0.0004524796,0.001900684,0.0003204858,0.0000948809,0.00001056466,0.003781742,8.152967e-7,0.0002149687,0.2354204,0.379212,0.3764558],"study_design_scores_gemma":[0.01498566,0.0005575764,0.03530779,0.01058967,0.00008798439,0.0001106494,0.01078824,0.03122149,0.001735135,0.2737504,0.6206241,0.0002413641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2839794,0.0003650541,0.003863314,0.7062902,0.00112714,0.0005525541,0.000007249085,0.00001293629,0.003802163],"genre_scores_gemma":[0.9692139,0.001096406,0.0001064451,0.02634911,0.001100295,0.0001394836,0.00009875129,0.000005087036,0.001890537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6852345,"threshold_uncertainty_score":0.9992852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415155491","doi":"10.3390/ime4040040","title":"Views About and from International Medical Graduates’ General Practitioner Training in the United Kingdom","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Global Health Workforce Issues","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":"Cardiff University","keywords":"Specialty; Training (meteorology); Ideal (ethics); Preference; Thematic analysis; Health care; General practice","authors":[{"name":"Dorottya Cserző","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1027211338533101,"gpt":0.5260960526864027,"spread":0.4233749188330926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001876978,0.000159168,0.0002077211,0.0003704582,0.0002733948,0.00004222159,0.0007347206,0.0003468201,0.006341479],"category_scores_gemma":[0.008424249,0.0001203638,0.00004229707,0.0004350294,0.0001511093,0.0002029896,0.0001484415,0.001160195,0.00009623632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821053,"about_ca_system_score_gemma":0.002901552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007446072,"about_ca_topic_score_gemma":0.002357386,"domain_scores_codex":[0.9962862,0.0007232999,0.0008855994,0.0003502553,0.001430943,0.0003237556],"domain_scores_gemma":[0.9972965,0.001682796,0.0002464681,0.0002013925,0.0003292661,0.0002436407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002098603,0.0007859818,0.1130248,0.00009183154,0.0001556894,0.00003489194,0.02156198,0.00001996717,0.00001540107,0.3966721,0.2774442,0.1899833],"study_design_scores_gemma":[0.001073737,0.00001454316,0.07707582,0.002174846,0.00001526397,0.00001079267,0.007086269,0.009018539,0.00000177556,0.0120285,0.8913749,0.0001249497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6225219,0.000299816,0.0007724332,0.3178268,0.01146356,0.0005458568,0.00002327708,0.00005905679,0.04648729],"genre_scores_gemma":[0.9154881,0.0005708106,0.0008127565,0.07701675,0.002478468,0.0004775226,0.001115635,0.00001426658,0.002025721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6139307,"threshold_uncertainty_score":0.9999282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413771764","doi":"10.3390/ime4030031","title":"Competency in Orthopaedic Surgery: Student Perceptions and Objective Knowledge Assessment","year":2025,"lang":"en","type":"article","venue":"International Medical Education","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":true},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Perception; Medical education; Competency assessment; Psychology; Medicine; Orthopedic surgery; Surgery","authors":[{"name":"Maxime Baril","is_ca":true},{"name":"Lilly Groszman","is_ca":true},{"name":"Khalifa Alhojailan","is_ca":true},{"name":"Anthony Albers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01037244805321136,"gpt":0.4213904132932836,"spread":0.4110179652400722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009373541,0.0001334464,0.0002376396,0.0009461526,0.00008055412,0.000031396,0.0001497114,0.0001575169,0.001316532],"category_scores_gemma":[0.003652807,0.0001271296,0.00006544458,0.0007867485,0.0001842951,0.0001274396,0.0000783034,0.000512174,0.0000301507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128981,"about_ca_system_score_gemma":0.00558991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000978551,"about_ca_topic_score_gemma":0.00009810844,"domain_scores_codex":[0.9981237,0.00009293811,0.0005814374,0.0003369967,0.0006910321,0.0001739191],"domain_scores_gemma":[0.9987854,0.0002637842,0.00008874343,0.0001928279,0.000560293,0.0001089373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002342263,0.002748514,0.6282557,0.00009486522,0.00007280909,0.000004348763,0.0009911811,6.26162e-7,0.00003796857,0.03632859,0.02692014,0.3045219],"study_design_scores_gemma":[0.0006447167,0.0000304069,0.9729974,0.0009988312,0.00003408594,0.00004057364,0.003069974,0.001442898,0.000006108491,0.00154258,0.01909436,0.00009810916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725973,0.000354651,0.001365358,0.06253444,0.005722125,0.0004869281,0.000002268069,0.00005493594,0.05688194],"genre_scores_gemma":[0.9883043,0.0002998276,0.002030674,0.006367523,0.0004638697,0.0003237413,0.0002192628,0.00001083397,0.00197996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447417,"threshold_uncertainty_score":0.9995964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393377968","doi":"10.3390/ime3020010","title":"Prescribing Competence of Canadian Medical Graduates: National Survey of Medical School Leaders","year":2024,"lang":"en","type":"article","venue":"International Medical Education","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":true},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Competence (human resources); Medical education; Medical school; Psychology; Medicine; Family medicine","authors":[{"name":"Anne Holbrook","is_ca":true},{"name":"Simran Lohit","is_ca":true},{"name":"Oswin Chang","is_ca":true},{"name":"Jiawen Deng","is_ca":true},{"name":"Dan Perri","is_ca":true},{"name":"Gousia Dhhar","is_ca":true},{"name":"Mitchell Levine","is_ca":true},{"name":"Jill Rudkowski","is_ca":true},{"name":"Heather McLeod","is_ca":true},{"name":"Kaitlynn Rigg","is_ca":true},{"name":"Victoria Telford","is_ca":true},{"name":"Anthony J Levinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07465920866502652,"gpt":0.4108027043358934,"spread":0.3361434956708669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004933025,0.0001995219,0.0003660282,0.002054179,0.00005816021,0.00003419512,0.0008309649,0.0006098435,0.03078873],"category_scores_gemma":[0.1158627,0.0001828413,0.0001140508,0.002108811,0.0007754554,0.000233826,0.00008245755,0.001122163,0.0001587689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006135157,"about_ca_system_score_gemma":0.06291994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06465486,"about_ca_topic_score_gemma":0.01310185,"domain_scores_codex":[0.9890828,0.0001562574,0.001280863,0.0004371736,0.008732171,0.0003107452],"domain_scores_gemma":[0.994728,0.0005872071,0.000186828,0.0002773052,0.002887845,0.001332807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001232583,0.00204461,0.05223365,0.001169498,0.0006550102,0.00007876861,0.001432672,0.00001007525,0.0002173635,0.1062735,0.6330141,0.2027475],"study_design_scores_gemma":[0.003707122,0.0005259618,0.4429169,0.0271468,0.0002418811,0.00202371,0.00403295,0.1910028,0.001742084,0.004783342,0.3207536,0.001122868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4691229,0.002061532,0.002279584,0.4691789,0.01954677,0.0009194644,0.0001335739,0.0001893977,0.03656782],"genre_scores_gemma":[0.9845758,0.0004554199,0.001236691,0.01088699,0.001189971,0.00007237919,0.0009998571,0.00003378321,0.0005491187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5154529,"threshold_uncertainty_score":0.9700972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392506033","doi":"10.3390/ime3010006","title":"Psychiatrists’ Engagement in Research as a Pathway towards the Expansion of Distributed Medical Education (DME): A Regional Analysis across Two Provinces in Atlantic Canada","year":2024,"lang":"en","type":"article","venue":"International Medical Education","topic":"Health and Medical Research Impacts","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":"University of Alberta; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Geography; Regional science; Political science","authors":[{"name":"Samuel Obeng Nkrumah","is_ca":true},{"name":"Raquel da Luz Dias","is_ca":true},{"name":"Lara Hazelton","is_ca":true},{"name":"Mandy Esliger","is_ca":true},{"name":"Peggy Alexiadis Brown","is_ca":true},{"name":"Philip G. Tibbo","is_ca":true},{"name":"Nachiketa Sinha","is_ca":true},{"name":"Anthony Njoku","is_ca":true},{"name":"Satyanarayana Satyendra","is_ca":true},{"name":"Sanjay Siddhartha","is_ca":true},{"name":"Faisal Rahman","is_ca":true},{"name":"Hugh Maguire","is_ca":true},{"name":"Gerald Gray","is_ca":true},{"name":"Mark Bosma","is_ca":true},{"name":"Deborah Parker","is_ca":true},{"name":"Adewale Raji","is_ca":true},{"name":"Alexandra Manning","is_ca":true},{"name":"Alexa Bagnell","is_ca":true},{"name":"Reham Shalaby","is_ca":true},{"name":"Vincent I. O. Agyapong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1437183110461762,"gpt":0.5437748253925913,"spread":0.4000565143464151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009199832,0.0001425781,0.0003112092,0.0007148458,0.00008285425,0.00004753124,0.0005072766,0.0001796954,0.001477294],"category_scores_gemma":[0.08128428,0.00009583675,0.00009667023,0.002344649,0.0003019143,0.0001115196,0.0001180319,0.001519426,0.00001486472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020867,"about_ca_system_score_gemma":0.2434901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6034258,"about_ca_topic_score_gemma":0.5001675,"domain_scores_codex":[0.9911379,0.0006260742,0.0008674185,0.0004341004,0.006277555,0.0006569639],"domain_scores_gemma":[0.9952505,0.001261095,0.0001018746,0.0003323993,0.0007372692,0.002316914],"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":[0.0007148417,0.002745495,0.08109248,0.000987228,0.0003408676,0.0003122443,0.004364565,0.0000125573,0.00005529339,0.01016742,0.1141813,0.7850257],"study_design_scores_gemma":[0.003462093,0.0006085639,0.4349991,0.009719307,0.0001228241,0.0003414556,0.01298563,0.03723799,0.0001540062,0.004053983,0.4959332,0.0003817814],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6712264,0.001082444,0.0001212695,0.324765,0.001230344,0.0005813045,0.0000177939,0.00001368582,0.0009617269],"genre_scores_gemma":[0.9911613,0.0007718515,0.00006579809,0.005741213,0.0009069272,0.0003146384,0.0006837836,0.00001241587,0.0003420056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7846439,"threshold_uncertainty_score":0.9994355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407709335","doi":"10.3390/ime4010002","title":"Structured Reporting in Radiology Residency: A Standardized Approach to Assessing Interpretation Skills and Competence","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Competence (human resources); Medical education; Residency training; Medicine; Medical physics; Psychology; Social psychology","authors":[{"name":"Denise Castro","is_ca":true},{"name":"Siddharth Mishra","is_ca":true},{"name":"Benjamin Y. M. Kwan","is_ca":true},{"name":"Muhammad Umer Nasir","is_ca":true},{"name":"Alan Daneman","is_ca":true},{"name":"Donald Soboleski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01403152581169045,"gpt":0.4103724919611167,"spread":0.3963409661494263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001165529,0.00009648208,0.0002443953,0.0004128527,0.00004930246,0.00004869019,0.0001105118,0.0001464884,0.0001018023],"category_scores_gemma":[0.0205917,0.00008764886,0.0000311949,0.0002640137,0.00007757455,0.0002225148,0.00003942332,0.0003013673,0.000003131741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975235,"about_ca_system_score_gemma":0.002272774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271908,"about_ca_topic_score_gemma":0.00002936096,"domain_scores_codex":[0.9983563,0.0001188666,0.000752892,0.0003334296,0.0003008094,0.0001376895],"domain_scores_gemma":[0.9988584,0.0002617114,0.0003649319,0.000143067,0.0002340807,0.0001378129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005077471,0.001207843,0.512298,0.0001963573,0.0001714523,0.00001864092,0.005456268,0.0001002623,0.002130499,0.01984106,0.006202772,0.451869],"study_design_scores_gemma":[0.0008487427,0.00005134869,0.9799557,0.000781281,0.0000414857,0.000505582,0.001597113,0.007075401,0.0001344809,0.005497305,0.003402541,0.0001090052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338863,0.0002854449,0.01391379,0.03701598,0.002285052,0.0003648442,9.739515e-7,0.00002826878,0.01221936],"genre_scores_gemma":[0.9750704,0.00007408178,0.0200123,0.00406005,0.0002256174,0.00007724046,0.00008297851,0.000006429205,0.0003909375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4676576,"threshold_uncertainty_score":0.9876583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404060983","doi":"10.3390/ime3040034","title":"An Exploratory Study of Small-Group Learning Interactions in Pre-Clerkship Medical Education: Uncovering a Mismatch Between Student Perceptions and Real-Time Observations","year":2024,"lang":"en","type":"article","venue":"International Medical Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Small group learning; Perception; Exploratory research; Psychology; Medical education; Group (periodic table); Mathematics education; Medicine; Sociology; Physics","authors":[{"name":"Jennifer M Walton","is_ca":true},{"name":"Anna Oswald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04817614523098757,"gpt":0.4181629806998852,"spread":0.3699868354688976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002148589,0.0001274287,0.000176476,0.0004285914,0.0002676383,0.0001811007,0.000422333,0.0001273581,0.001916643],"category_scores_gemma":[0.002354403,0.0001351823,0.00004121007,0.0005383803,0.0001377329,0.0007023194,0.00007977425,0.0006018099,0.00002193961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646034,"about_ca_system_score_gemma":0.004184919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009494659,"about_ca_topic_score_gemma":0.01600651,"domain_scores_codex":[0.9969884,0.0007336037,0.0005583487,0.0003706109,0.001158603,0.0001904457],"domain_scores_gemma":[0.9985156,0.0006576685,0.0001179397,0.0001359932,0.0002276323,0.0003451409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000189218,0.002885084,0.6200615,0.00006180078,0.0000940212,0.000004440446,0.2533389,0.0001140947,0.000177527,0.00626442,0.0005730111,0.1164063],"study_design_scores_gemma":[0.0004998365,0.00027288,0.8079262,0.001552825,0.00006796074,0.000008009844,0.1672564,0.004226529,0.000003192646,0.001708448,0.01617183,0.0003059331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880386,0.0001229661,0.0003515646,0.006714249,0.001387107,0.0003988289,0.00000274025,0.0001185107,0.00286543],"genre_scores_gemma":[0.9968729,0.0002380075,0.0004570757,0.0001715368,0.00109684,0.0002806992,0.0001216775,0.00001861595,0.0007426366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878647,"threshold_uncertainty_score":0.9989957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417231946","doi":"10.3390/ime4040054","title":"A Structured Approach to History and Physical Examination in Oncology for Medical Learners","year":2025,"lang":"en","type":"article","venue":"International Medical Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psycho-oncology; Complaint; Patient care; Cancer treatment; Clinical Oncology; MEDLINE; Alternative medicine; Cancer","authors":[{"name":"Leenah Abojaib","is_ca":false},{"name":"Aashvi Patel","is_ca":false},{"name":"Beatrice Preti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01816510963721093,"gpt":0.3792834856126214,"spread":0.3611183759754105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008213764,0.0001132814,0.0002387082,0.0004241558,0.00002525854,0.000007748546,0.0001665791,0.0002736918,0.0002527342],"category_scores_gemma":[0.01294421,0.0001028197,0.00004814511,0.0001945154,0.0001417865,0.00007356091,0.00004371692,0.0003659183,0.000005687307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096144,"about_ca_system_score_gemma":0.005254663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009160713,"about_ca_topic_score_gemma":0.00003998612,"domain_scores_codex":[0.9983321,0.00007983156,0.0003355171,0.0003504017,0.0007322775,0.000169839],"domain_scores_gemma":[0.9988413,0.0003228605,0.00005902254,0.000120347,0.0002034803,0.0004529743],"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":[0.0002929681,0.003165443,0.001633843,0.0001968932,0.00005603813,0.000003526833,0.02300889,0.000002747513,0.0001584336,0.03521757,0.03048013,0.9057835],"study_design_scores_gemma":[0.008535667,0.000795754,0.2034658,0.00161167,0.0001638854,0.0002145798,0.03126705,0.04744489,0.000295446,0.009189306,0.6965508,0.000465147],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8696826,0.0003426828,0.0063175,0.07783173,0.004493169,0.0009689175,0.000002468575,0.00004646699,0.04031449],"genre_scores_gemma":[0.9789142,0.00005548889,0.002245374,0.01455294,0.0008286856,0.0005126662,0.0001934771,0.00001051106,0.002686651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9053184,"threshold_uncertainty_score":0.9953702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}