{"id":"W2386294910","doi":"","title":"Neurology residency training in North America and related thinking","year":2010,"lang":"en","type":"article","venue":"Researches in Medical Education","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residency training; Neurology; Medical education; Training (meteorology); Medical school; Medicine; Family medicine; Psychiatry; Continuing education; Geography","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":[0.001445778,0.000135692,0.0001889561,0.004017671,0.00325036,0.002820245,0.0004128965,0.001024183,0.002825167],"category_scores_gemma":[0.003994664,0.0001036748,0.0002155191,0.005144859,0.006485746,0.003336758,0.0010223,0.001921087,0.0001023824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005187335,"about_ca_system_score_gemma":0.005117653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620861,"about_ca_topic_score_gemma":0.05480794,"domain_scores_codex":[0.9990387,0.0003879405,0.00006631754,0.0001454592,0.0001996348,0.0001620051],"domain_scores_gemma":[0.9962474,0.001875622,0.0007803323,0.00007215397,0.0006176961,0.0004068365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001404593,0.0004008629,0.1523767,0.002152114,0.00008528325,0.003064933,0.2581857,0.0003197239,0.0007477396,0.3529132,0.04169753,0.1879157],"study_design_scores_gemma":[0.00001945601,0.0001656119,0.290622,0.00398178,0.0000689849,0.002104002,0.3447738,0.0002238632,0.0002992227,0.04649711,0.3111672,0.000077005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3056462,0.1889214,0.0007357186,0.2962665,0.005494853,0.00003659113,0.0002322171,0.00001972348,0.2026469],"genre_scores_gemma":[0.8831983,0.08940224,0.0005871707,0.01930188,0.003284621,0.00001972295,0.00009223252,0.000006195515,0.004107641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620861,"threshold_uncertainty_score":0.0521121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987442250328145,"score_gpt":0.4053419830307426,"score_spread":0.3654675605274612,"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."}}