{"id":"W1988356347","doi":"10.1001/jama.2013.281671","title":"Publication of Results of Abstracts Presented at Medical Education Conferences","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Innovations in Medical Education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Canadian Child Health Clinician Scientist Program","keywords":"Medicine; Medical education; Medical physics; Family medicine; Library science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005473261,0.00006381595,0.0001626542,0.0001849455,0.00002322651,0.00001005123,0.0001250768,0.0001696748,0.0018747],"category_scores_gemma":[0.01550775,0.00005201043,0.00002936148,0.0004032748,0.0001681316,0.00016776,0.00003099178,0.0001564824,0.00009306618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006036748,"about_ca_system_score_gemma":0.001208325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006857804,"about_ca_topic_score_gemma":0.0000119325,"domain_scores_codex":[0.9983415,0.00003265891,0.0007255298,0.0001430271,0.0006523522,0.0001049449],"domain_scores_gemma":[0.9969184,0.00009214175,0.0004294447,0.0003298259,0.002135854,0.00009432214],"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":[0.0001199654,0.001118365,0.01241817,0.0002449642,0.0000373586,2.504749e-7,0.0006151004,5.749471e-7,0.004397801,0.004654129,0.6295215,0.3468718],"study_design_scores_gemma":[0.002047543,0.0001627247,0.9133496,0.0003987934,0.00003498263,0.00002140624,0.0006697205,0.001086526,0.02356589,0.0006553004,0.05792417,0.00008332511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8803789,0.00003878671,0.00003470323,0.06775057,0.0003015324,0.0003820812,0.000004223581,0.00002045859,0.05108873],"genre_scores_gemma":[0.9935757,0.00001999258,0.001567469,0.001058946,0.0002133405,0.00006058709,0.0004737063,0.000006269974,0.003024017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009314,"threshold_uncertainty_score":0.9990377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121674454039902,"score_gpt":0.3401195674115994,"score_spread":0.3189028228712004,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}