{"id":"W4320507760","doi":"","title":"Survey results on training in developmental disabilities in Canadian psychiatry residency programs.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Residency training; Mental health; Child and adolescent psychiatry; Medical education; Medicine; Psychology; Population; Family medicine; Psychiatry; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001477178,0.0003165,0.0001629468,0.002121425,0.001333887,0.0004858132,0.0006117769,0.0003065977,0.004266218],"category_scores_gemma":[0.006848236,0.0002512651,0.000289702,0.003407875,0.0005425026,0.0003012639,0.000768613,0.0005100702,0.0003995459],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504514,"about_ca_system_score_gemma":0.02240389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9477287,"about_ca_topic_score_gemma":0.9606676,"domain_scores_codex":[0.9978356,0.000178255,0.0001393283,0.0001219315,0.001105818,0.0006191611],"domain_scores_gemma":[0.9906389,0.0006521704,0.002052478,0.00006258614,0.003335757,0.003258189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007718641,0.00007583843,0.973731,0.0002403956,0.00002384708,0.00009320994,0.001741522,0.0001328248,0.0003155884,0.00007583959,0.008429672,0.01506304],"study_design_scores_gemma":[0.000003110001,0.0000226259,0.9971427,0.0000306244,0.00000294577,0.00002673758,0.001030317,0.00004836945,0.00003314719,0.000002829139,0.001653004,0.000003433126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775975,0.0009121029,0.0001485441,0.001653324,0.00005211004,0.0001924604,0.01109109,0.00003569696,0.008317232],"genre_scores_gemma":[0.991829,0.00131427,0.0002820821,0.0003858274,0.00002750933,0.0001115981,0.004294357,0.000007256204,0.001748111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849548,"threshold_uncertainty_score":0.1091606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2163627483830768,"score_gpt":0.335152325323652,"score_spread":0.1187895769405753,"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."}}