{"id":"W4399610303","doi":"10.12927/hcq.2013.23318","title":"Canada's Health Workforce: A Snapshot","year":2013,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); Workforce; Best practice; Medicine; Nursing; Business; Public relations; Political science; Computer 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":[0.00202378,0.0009958275,0.000840762,0.006319261,0.004555028,0.008148811,0.002122147,0.002566586,0.01080482],"category_scores_gemma":[0.006030208,0.0007694102,0.001003362,0.01699827,0.001119106,0.002538596,0.002589249,0.003714532,0.001696964],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1375821,"about_ca_system_score_gemma":0.3735403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972796,"about_ca_topic_score_gemma":0.9988902,"domain_scores_codex":[0.9963832,0.0001475364,0.00014621,0.0001590927,0.001944697,0.001219211],"domain_scores_gemma":[0.9857491,0.0003861679,0.000466431,0.0001376642,0.009160577,0.004100149],"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":[0.0001947803,0.0001411073,0.02798518,0.001791409,0.0001654609,0.0003380752,0.0009731069,0.0009525078,0.0001880727,0.01073987,0.8420637,0.1144668],"study_design_scores_gemma":[0.00007397502,0.00005783089,0.1916237,0.00219601,0.0001361873,0.0001808214,0.004118367,0.0005333727,0.0002058677,0.001715642,0.7990481,0.0001100259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06121428,0.2247875,0.001142114,0.354027,0.006991565,0.0004788706,0.18081,0.000711352,0.1698373],"genre_scores_gemma":[0.4248788,0.3100968,0.006223926,0.05328675,0.002671916,0.0003217775,0.06520113,0.000390344,0.1369286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8624179,"threshold_uncertainty_score":0.9982325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412727948362467,"score_gpt":0.2712526714597844,"score_spread":0.2271253919761598,"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."}}