{"id":"W2890201344","doi":"10.22605/rrh4514","title":"Scope of practice of family medicine graduates who completed a rural versus urban program","year":2018,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Alberta; University of Calgary","funders":"","keywords":"Scope of practice; Family medicine; Medicine; Rural area; Economic shortage; Scope (computer science); Population; Workforce; Health care; Medical education; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243568,0.0002464656,0.0008980767,0.0001247926,0.0006875623,0.000003576552,0.0001831001,0.0001874539,0.00007464914],"category_scores_gemma":[0.0005305087,0.0001737643,0.0000507436,0.0005890142,0.0007390638,0.0001416858,0.0001312142,0.0004950797,0.00003585754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440273,"about_ca_system_score_gemma":0.0004755024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03234059,"about_ca_topic_score_gemma":0.0006654267,"domain_scores_codex":[0.9962012,0.0008615627,0.001314141,0.0002484595,0.0004816981,0.0008928961],"domain_scores_gemma":[0.9963715,0.0009304531,0.001105407,0.0003824118,0.0007367885,0.0004734327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007597444,0.0004471006,0.008030672,0.008203425,0.0001988627,0.000007729765,0.03091756,9.714803e-7,0.0006142293,0.01043054,0.1517221,0.7818294],"study_design_scores_gemma":[0.01740945,0.03247526,0.1119706,0.03195197,0.0002133199,0.00003382364,0.09142181,0.003066573,0.000100068,0.001741697,0.7088049,0.0008104952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875502,0.02277471,0.0000825243,0.04882285,0.002693649,0.004760342,0.00006755311,0.0003166675,0.03293145],"genre_scores_gemma":[0.9755539,0.01179298,0.00675675,0.003973924,0.0009707937,0.00001233866,0.00007291997,0.00004223116,0.0008242218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810189,"threshold_uncertainty_score":0.9741032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0911619842068354,"score_gpt":0.4813902658820129,"score_spread":0.3902282816751775,"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."}}