{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009456457,0.0001469132,0.0001546467,0.0007116866,0.0002759042,0.000340062,0.0002157932,0.0003025361,0.003112979],"category_scores_gemma":[0.003627944,0.0001163768,0.0001866855,0.0005514327,0.0003029382,0.0003531138,0.0005211594,0.0002846088,0.0003156812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192499,"about_ca_system_score_gemma":0.0009052124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286326,"about_ca_topic_score_gemma":0.02290062,"domain_scores_codex":[0.9994671,0.00009568391,0.00005493345,0.00008782166,0.0001706749,0.0001239365],"domain_scores_gemma":[0.9974821,0.0004464448,0.0009546712,0.00004397256,0.0004071999,0.0006656643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003400846,0.00003183682,0.9965841,0.0000135248,0.00001067966,0.00003303845,0.0005743926,0.00002075937,0.0001974053,0.000006736587,0.0001179411,0.002375552],"study_design_scores_gemma":[0.000002622701,0.00009573877,0.9984506,0.0000106126,0.000002930612,0.0001017565,0.00105179,0.00003441653,0.00002824435,0.000003361855,0.0002164852,0.000001381524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992703,0.0001145242,0.00002721139,0.00006923987,0.000004465116,0.00001187629,0.0001566788,0.000001938778,0.0003437619],"genre_scores_gemma":[0.9992433,0.0001093948,0.00006988565,0.00004823883,0.000006604149,0.00001300802,0.0001810852,9.726972e-7,0.0003276289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01286326,"threshold_uncertainty_score":0.02557677,"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."}}