{"id":"W2989414956","doi":"","title":"Pulse : Canada has 57 803 active MDs: CIHI","year":2001,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Population; Demography; Health information; Gerontology; Health care; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000724901,0.0007189103,0.0006356793,0.001615024,0.005240445,0.003959935,0.001341022,0.003860916,0.3257337],"category_scores_gemma":[0.002992533,0.0005369431,0.0003502804,0.002601332,0.001139251,0.001045196,0.002357992,0.002458606,0.1916147],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030017,"about_ca_system_score_gemma":0.05090766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6607581,"about_ca_topic_score_gemma":0.85496,"domain_scores_codex":[0.9987275,0.00003599861,0.00003812603,0.000124259,0.00064519,0.0004290063],"domain_scores_gemma":[0.9910395,0.0001741961,0.000140713,0.0001837459,0.003790018,0.004671923],"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":[0.00001041417,0.000009897739,0.0004024124,0.00002332418,7.431152e-7,0.00001892148,0.00001219524,0.000004880011,0.00003362301,0.00007284524,0.9916889,0.007721821],"study_design_scores_gemma":[0.0000207208,0.000008413236,0.004451481,0.00005750127,0.000001832662,0.00001848306,0.00007844262,0.00001805073,0.00003200849,0.0000492828,0.9952572,0.000006552347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00319985,0.003532727,0.0003210088,0.07545614,0.01531036,0.0006294567,0.03742229,0.003021092,0.8611071],"genre_scores_gemma":[0.00961782,0.002347353,0.0003271104,0.02563964,0.002754996,0.0001915666,0.007770604,0.0003340467,0.9510169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9896998,"threshold_uncertainty_score":0.961759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704885499372106,"score_gpt":0.3573236453966945,"score_spread":0.3302747904029734,"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."}}