{"id":"W2129480281","doi":"","title":"Does a third year of emergency medicine training make a difference? Historical cohort study of Queen's University graduates.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Preparedness; Medicine; Family medicine; Queen (butterfly); Disaster medicine; Residency training; Emergency medicine; Population; Medical education; Poison control; Suicide prevention; Continuing education; Management","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":[0.0008138089,0.0001996467,0.0003024297,0.0006396537,0.0009421513,0.0005610852,0.0004006806,0.0006543064,0.001653467],"category_scores_gemma":[0.001976936,0.0004414509,0.0003304544,0.0007578091,0.0003932375,0.0005531357,0.0005299172,0.0007555819,0.0004071922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689239,"about_ca_system_score_gemma":0.0009181311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03564388,"about_ca_topic_score_gemma":0.04435745,"domain_scores_codex":[0.999524,0.00009805633,0.00002461723,0.0001007351,0.00009782488,0.0001546804],"domain_scores_gemma":[0.9978598,0.0002289912,0.0006640047,0.0001505897,0.0002244921,0.000872147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005670656,0.00005620402,0.998736,0.000003671816,0.00001001538,0.0001106014,0.0004454121,0.000004455015,0.000082012,0.000008979609,0.00009136082,0.0003947403],"study_design_scores_gemma":[0.000006110261,0.0001525302,0.9987704,0.00000678262,0.000006622689,0.0001540031,0.0006624917,0.00003424734,0.00002214914,0.000005936575,0.0001757387,0.00000302541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995887,0.00008519834,0.00002334343,0.00004121125,0.000004287759,0.000006657815,0.0001188363,0.000001067503,0.0001307393],"genre_scores_gemma":[0.9994738,0.00007931908,0.00002877386,0.00005068545,0.000006333552,0.00001101288,0.0001451035,0.000001313717,0.0002036973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03564388,"threshold_uncertainty_score":0.07087278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211221697657578,"score_gpt":0.2562340366294571,"score_spread":0.2141218196528813,"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."}}