{"id":"W208020573","doi":"10.1155/2000/704369","title":"Respirology Manpower in Canada ‐‐ A Report for the Canadian Thoracic Society Education Committee","year":2000,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Royal University Hospital","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; General surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004736686,0.0007840527,0.0004890647,0.004325538,0.003673493,0.002600689,0.00216434,0.001120987,0.007444781],"category_scores_gemma":[0.006952306,0.0005586466,0.0009103089,0.005945585,0.0007959522,0.0006666778,0.001204426,0.001883323,0.001811277],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06884681,"about_ca_system_score_gemma":0.336572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885345,"about_ca_topic_score_gemma":0.9884631,"domain_scores_codex":[0.9913113,0.0003548684,0.0004536063,0.0001983332,0.00541134,0.002270648],"domain_scores_gemma":[0.9680047,0.0006303244,0.0007268257,0.0001646041,0.02253698,0.007936433],"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":[0.00009846117,0.00006522227,0.04370274,0.0006870863,0.00005842529,0.0001424868,0.0005615745,0.0008804259,0.0004801443,0.002288094,0.8887647,0.06227068],"study_design_scores_gemma":[0.00004628482,0.00004979688,0.224037,0.0007498874,0.00004567566,0.0001276118,0.001295524,0.0007628832,0.0005259902,0.0002170179,0.7720817,0.00006063126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1016814,0.06252109,0.006427506,0.2792828,0.02139831,0.003054131,0.2287204,0.003346225,0.2935682],"genre_scores_gemma":[0.4756808,0.0750606,0.01402261,0.03644351,0.002666938,0.002322058,0.09329195,0.0006639655,0.2998476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9311532,"threshold_uncertainty_score":0.499521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808733480475278,"score_gpt":0.3345573086992505,"score_spread":0.2964699738944977,"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."}}