{"id":"W4389695295","doi":"10.1515/9780889774322-002","title":"Message from the Society of Rural Physicians of Canada","year":2016,"lang":"en","type":"book-chapter","venue":"University of Regina Press eBooks","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Medicine","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":[0.001240026,0.0005868549,0.0004771374,0.0005527049,0.01134772,0.004056682,0.001347111,0.008063307,0.03111089],"category_scores_gemma":[0.00262421,0.0003378295,0.0002517656,0.0007879952,0.002538249,0.00188728,0.002032014,0.008967676,0.005068662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02000268,"about_ca_system_score_gemma":0.07044069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7830573,"about_ca_topic_score_gemma":0.9350853,"domain_scores_codex":[0.9989793,0.00009122477,0.00002088704,0.0001059506,0.0004969869,0.0003057363],"domain_scores_gemma":[0.9971083,0.0002465848,0.00005209177,0.00003674381,0.0008941852,0.001662162],"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":[0.00000365607,0.000003615992,0.0001117443,0.00003631787,9.697003e-7,0.0001160184,0.0005122052,0.000007768342,0.00004302223,0.001207391,0.9945024,0.003454818],"study_design_scores_gemma":[0.000003218364,0.000003276374,0.0005930618,0.00006634898,0.000001422822,0.0001108465,0.001167149,0.000006471952,0.00001638057,0.0001588659,0.9978676,0.000005200657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002053202,0.02350495,0.00007975002,0.8696975,0.03520847,0.00004391317,0.0002920559,0.00006114278,0.06905894],"genre_scores_gemma":[0.01919478,0.01518359,0.0002526005,0.4222616,0.006484281,0.00004640523,0.0001625965,0.00007729888,0.5363368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7830573,"threshold_uncertainty_score":0.4364406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206250515524471,"score_gpt":0.2767002867240677,"score_spread":0.244637781568823,"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."}}