{"id":"W2121958337","doi":"","title":"Relationship between practice location of Ontario family physicians and their rural background or amount of rural medical education experience.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Family medicine; Rural area; Rural community; Odds; Rural health; Medical school; Odds ratio; Physician supply; Population; Residency training; Demography; Continuing education; Medical education; Environmental health; Logistic regression; Internal medicine","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":[0.0009354292,0.000146431,0.0003219039,0.00008327616,0.0002737115,0.000007285929,0.000181829,0.0002369648,0.00008654455],"category_scores_gemma":[0.001491368,0.0001153493,0.00002910252,0.0004193269,0.0001739388,0.0005630067,0.00006789012,0.0004529081,0.00001529127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008619914,"about_ca_system_score_gemma":0.002288948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02831575,"about_ca_topic_score_gemma":0.02384024,"domain_scores_codex":[0.9977398,0.0003977911,0.000839781,0.0001510993,0.0004195756,0.0004519653],"domain_scores_gemma":[0.9968535,0.001514596,0.0006309347,0.0002824038,0.0004891825,0.0002293311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002139725,0.0002119846,0.8089337,0.0002778857,0.00001858585,1.383712e-7,0.05063023,0.000004867886,0.000003096201,0.002723028,0.002053923,0.1349285],"study_design_scores_gemma":[0.0004377258,0.00003628242,0.8896389,0.0003612254,0.00002713871,0.000001641166,0.08501781,0.00001330599,0.00001635337,0.0001714078,0.0241822,0.0000960344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864343,0.0006114604,0.0001079738,0.004329968,0.0003760179,0.00137833,0.000007133045,0.00003554766,0.006719265],"genre_scores_gemma":[0.9933227,0.00004094239,0.0004579898,0.001262026,0.0004541934,0.0009344195,0.00004895014,0.0000157807,0.003463049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348325,"threshold_uncertainty_score":0.9939721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08931978228962895,"score_gpt":0.4152056076730573,"score_spread":0.3258858253834284,"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."}}