{"id":"W2261627077","doi":"","title":"Canada has 57 803 active MDs: CIHI","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health information; Medicine; Family medicine; Health care; Political science","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":[0.001237631,0.0007606619,0.0005883106,0.005362925,0.004495795,0.003525576,0.002075809,0.001178032,0.09876937],"category_scores_gemma":[0.004825053,0.0008571392,0.0005528503,0.00765622,0.001025848,0.0006865734,0.002500641,0.001509257,0.02959627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03051579,"about_ca_system_score_gemma":0.1233423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9633914,"about_ca_topic_score_gemma":0.9727491,"domain_scores_codex":[0.9962889,0.0001287102,0.0001311081,0.0002841998,0.001650571,0.001516511],"domain_scores_gemma":[0.9861414,0.000462362,0.0005544123,0.0002846189,0.005334632,0.007222605],"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":[0.00009825833,0.0001209616,0.02887252,0.0002718985,0.00003344255,0.0002089344,0.0003938759,0.0001279664,0.0002365233,0.002817309,0.8939915,0.07282686],"study_design_scores_gemma":[0.00003401938,0.00002458287,0.05755305,0.0001024965,0.00002192386,0.0001048141,0.00061849,0.0001623271,0.0001885007,0.0001412327,0.9410225,0.00002618178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05990189,0.01120225,0.001730001,0.02900291,0.001410384,0.0009208121,0.2220087,0.004393684,0.6694294],"genre_scores_gemma":[0.1965049,0.008794221,0.003369535,0.01436479,0.0008440678,0.0003362519,0.07394888,0.0005112077,0.7013262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09876937,"threshold_uncertainty_score":0.3304164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278000626961203,"score_gpt":0.2191155261845722,"score_spread":0.1663355199149602,"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."}}