{"id":"W2005138733","doi":"10.1176/appi.ap.12110190","title":"Changes in Residency Training Over the Past Quarter-Century: Reflections of a Longtime Program Director","year":2013,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Residency training; Training (meteorology); Medical education; Psychology; Program director; Medicine; History; Geography; Continuing education; Archaeology","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":[0.02006389,0.0004112943,0.0006646113,0.0009091235,0.01788419,0.01376438,0.002717583,0.01617083,0.008424127],"category_scores_gemma":[0.0383302,0.0006478522,0.0007749486,0.001473042,0.008831634,0.007463536,0.01001148,0.03692644,0.001232139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01390848,"about_ca_system_score_gemma":0.02556334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840552,"about_ca_topic_score_gemma":0.09039245,"domain_scores_codex":[0.9853709,0.005059418,0.0007934627,0.0009570668,0.002725858,0.005093262],"domain_scores_gemma":[0.9254522,0.01354354,0.00561412,0.0009546374,0.0107058,0.04372967],"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":[0.0002307909,0.0009045045,0.05006821,0.000410845,0.0001580555,0.003244749,0.06723077,0.0004376363,0.001122583,0.01571046,0.8059955,0.0544859],"study_design_scores_gemma":[0.00008938502,0.0004126875,0.04659082,0.0009433839,0.00006410311,0.001662277,0.2762867,0.0003112634,0.0006012693,0.003901315,0.6689078,0.0002290261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01541905,0.001540242,0.00009082339,0.9779343,0.00282598,0.000004607477,0.00003658949,0.0000114247,0.002136937],"genre_scores_gemma":[0.1877514,0.004111075,0.000646212,0.7934007,0.006664392,0.00003357445,0.00005942613,0.00008642329,0.007246831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02840552,"threshold_uncertainty_score":0.1061093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558830141130197,"score_gpt":0.3408425668823156,"score_spread":0.3152542654710136,"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."}}