{"id":"W2120386903","doi":"10.1097/00001888-200510001-00015","title":"Self-Assessment in the Health Professions: A Reformulation and Research Agenda","year":2005,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":967,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health professions; MEDLINE; Medical education; Psychology; Medicine; Engineering ethics; Political science; Health care; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01728143,0.000306374,0.001363465,0.001212353,0.0002661888,0.000007094194,0.0003700336,0.0007215393,0.00009878921],"category_scores_gemma":[0.001914339,0.0001571299,0.00005219572,0.002625257,0.0002707414,0.00008912285,0.0001042744,0.007530409,0.00002754523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686046,"about_ca_system_score_gemma":0.003014765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006684551,"about_ca_topic_score_gemma":0.000004617624,"domain_scores_codex":[0.9942527,0.00129759,0.001741599,0.0005209676,0.001616827,0.000570263],"domain_scores_gemma":[0.9977071,0.000788904,0.0005093002,0.0006520771,0.0002151423,0.000127448],"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":[0.00000471877,0.00004048852,0.00004400411,0.01105064,0.00002682347,0.000006160971,0.007318449,1.056735e-8,1.005629e-7,0.0035417,0.05540323,0.9225637],"study_design_scores_gemma":[0.0006276996,0.0002893857,0.000319085,0.04215546,0.0001733228,0.0002467712,0.003867056,0.00007568863,1.429581e-8,0.0003338745,0.9518028,0.0001088248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007246143,0.9234071,0.00004403281,0.07061706,0.0003378431,0.003840195,0.000001663587,0.00004633759,0.001633248],"genre_scores_gemma":[0.0002369398,0.9884608,0.001300371,0.005767766,0.002384708,0.0007842496,0.0004007234,0.00004278554,0.0006216575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9224548,"threshold_uncertainty_score":0.9947593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2899246579624804,"score_gpt":0.6148924778418009,"score_spread":0.3249678198793205,"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."}}