{"id":"W2519341840","doi":"10.1007/s12630-016-0720-0","title":"Revisiting the consequences of inadequate Canadian physician resource planning: a renewed call to action","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Manitoba; Public Health Ontario; University of Toronto","funders":"","keywords":"Call to action; Action (physics); Resource (disambiguation); Business; Public relations; Political science; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02398483,0.002682556,0.004449176,0.004680418,0.007972303,0.01748333,0.008007205,0.05599212,0.007118961],"category_scores_gemma":[0.1281857,0.001407676,0.004030282,0.004277402,0.00704239,0.007408921,0.003089109,0.0516699,0.003280813],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0179944,"about_ca_system_score_gemma":0.06466804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09485291,"about_ca_topic_score_gemma":0.2274882,"domain_scores_codex":[0.9697729,0.004089653,0.003497153,0.001685232,0.0184806,0.002474427],"domain_scores_gemma":[0.8260601,0.06745122,0.007638079,0.003136614,0.07856074,0.01715334],"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":[0.00001159274,0.000006976337,0.00003951113,0.0001774094,0.00002072371,0.00009275765,0.00007315481,0.00001665667,0.00001591833,0.000308701,0.9955822,0.003654573],"study_design_scores_gemma":[0.00006125766,0.00001684181,0.000517427,0.001536649,0.0001182664,0.0001726019,0.0005501944,0.0001106952,0.00006240441,0.001584551,0.9952076,0.00006146504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005420459,0.008369551,0.00007236966,0.3530198,0.637307,0.0000137395,0.00004653166,0.00002962543,0.001087268],"genre_scores_gemma":[0.001214851,0.01112069,0.0002470246,0.1646077,0.8197678,0.00002298535,0.00003352194,0.00004428907,0.002941259],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9820056,"threshold_uncertainty_score":0.1886016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008206891021232,"score_gpt":0.3706094394882468,"score_spread":0.3105273705780344,"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."}}