{"id":"W4300381659","doi":"","title":"Canada's physician workforce also aging.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce; Aging in the American workforce; Gerontology; Business; Medicine; Economics; Economic growth","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":[0.0008945637,0.0004367518,0.0002885085,0.001897709,0.005002759,0.003797615,0.000847462,0.003816957,0.07743065],"category_scores_gemma":[0.005052946,0.0002125024,0.0003842591,0.002701745,0.0009841735,0.001824452,0.001188258,0.002746524,0.01075952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02489772,"about_ca_system_score_gemma":0.1809777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964412,"about_ca_topic_score_gemma":0.9877628,"domain_scores_codex":[0.9983379,0.00006291443,0.00005707897,0.00006113316,0.0008196316,0.0006612701],"domain_scores_gemma":[0.9897579,0.0005364439,0.0002495637,0.0001103818,0.005105552,0.004240139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001040852,0.00001294018,0.001645949,0.00009557323,0.000002674761,0.00005910916,0.0001057389,0.00001850222,0.00004757837,0.001962911,0.9730689,0.02296969],"study_design_scores_gemma":[0.000009844657,0.000008291385,0.01108697,0.000176786,0.000006710407,0.0000502345,0.0005313074,0.00003238388,0.00005178173,0.0002869377,0.9877514,0.000007423558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007311283,0.02001442,0.0002398261,0.5636542,0.02122814,0.000141373,0.01072027,0.0004191163,0.3762713],"genre_scores_gemma":[0.04994287,0.02364461,0.0009913082,0.1175934,0.003893509,0.00008236821,0.005071936,0.0001145044,0.7986655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07743065,"threshold_uncertainty_score":0.2590314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359728114720123,"score_gpt":0.3408991936146643,"score_spread":0.304926382142652,"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."}}