{"id":"W3026950927","doi":"10.1111/j.1365-2923.2001.00886.x","title":"Senior house officer training: time for reform","year":2001,"lang":"en","type":"article","venue":"Medical Education","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Senior house officer; Medical education; House officer; Training (meteorology); Service (business); Variety (cybernetics); Medicine; Quarter (Canadian coin); Psychology; Management; Political science; Family medicine; Business; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03427878,0.001245459,0.00168028,0.002578769,0.008257017,0.01717408,0.005724547,0.02511329,0.065462],"category_scores_gemma":[0.09082987,0.0008807129,0.001696015,0.002609116,0.0130233,0.02246096,0.01460843,0.02810774,0.01407925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01625212,"about_ca_system_score_gemma":0.07172389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01780135,"about_ca_topic_score_gemma":0.02108846,"domain_scores_codex":[0.9756403,0.006840277,0.001575539,0.001819175,0.005906145,0.008218499],"domain_scores_gemma":[0.8683859,0.03130658,0.003708078,0.005997833,0.02646512,0.06413651],"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":[0.00005517669,0.0002709985,0.0007939207,0.0006563725,0.00002079724,0.0003268121,0.001524923,0.0002182957,0.0001211471,0.06023856,0.8508576,0.08491545],"study_design_scores_gemma":[0.00008578959,0.0001400834,0.002984245,0.002996874,0.00001205805,0.0001511834,0.006248559,0.0002538376,0.00008459707,0.0296899,0.9573024,0.00005045436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008542495,0.00775091,0.0005322392,0.9730057,0.0111595,0.00007516366,0.00009264539,0.0001113951,0.006418332],"genre_scores_gemma":[0.04634902,0.02227878,0.008067194,0.868235,0.02316005,0.0004890213,0.0004157222,0.0002792515,0.03072594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.065462,"threshold_uncertainty_score":0.2189922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092082509922769,"score_gpt":0.466210174563007,"score_spread":0.4052893494637793,"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."}}