{"id":"W4378217732","doi":"10.1177/108155890505300131","title":"Improving Educational Value in the Fourth Year of Pediatric Residency","year":2005,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Value (mathematics); Medicine; Residency training; Family medicine; Medical education; Statistics; Mathematics; Continuing education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003692894,0.0002412487,0.0003640443,0.001190401,0.001247121,0.001836079,0.0009438459,0.0008441762,0.004928858],"category_scores_gemma":[0.0280906,0.0001977403,0.0003196899,0.0007479149,0.0003223778,0.0009817806,0.001782754,0.001398921,0.0005580952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004033851,"about_ca_system_score_gemma":0.01311135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007661436,"about_ca_topic_score_gemma":0.01938163,"domain_scores_codex":[0.9979017,0.0006556211,0.00007664365,0.00008059909,0.0005342072,0.0007512358],"domain_scores_gemma":[0.9795588,0.003933514,0.003346415,0.0004032659,0.002793133,0.009964763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001302408,0.005611968,0.5128933,0.0001963428,0.00004833626,0.0005874907,0.0030173,0.0009890948,0.00118336,0.002140546,0.03507247,0.4369575],"study_design_scores_gemma":[0.0001749406,0.002713757,0.9668382,0.0003880941,0.00005681195,0.0006634207,0.005834993,0.001909554,0.003590807,0.001690528,0.01610009,0.00003883253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812649,0.0006127444,0.0002665241,0.009344226,0.0002660647,0.00004583577,0.00008823254,0.00004814123,0.00806327],"genre_scores_gemma":[0.996093,0.0003735222,0.001241945,0.0004607285,0.0001316617,0.00004679353,0.00009416528,0.0000105608,0.001547529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007661436,"threshold_uncertainty_score":0.02926773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405437484808999,"score_gpt":0.3383162648529397,"score_spread":0.2977725163720398,"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."}}