{"id":"W2186552337","doi":"","title":"Different practice patterns of rural and urban general practitioners are predicted by the General Practice Rurality Index.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rurality; General practice; Index (typography); Service (business); Rural area; Medicine; Geography; Demography; Family medicine; Computer science; Sociology; Marketing; Business","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":[0.000429016,0.0001284915,0.0001391252,0.0007079054,0.0002432709,0.0003053838,0.0002743689,0.000240748,0.002721003],"category_scores_gemma":[0.004462199,0.0001265649,0.0001142038,0.0008172126,0.0002924661,0.0002520987,0.000447227,0.0003066337,0.0004128081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006970025,"about_ca_system_score_gemma":0.0007919046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08142598,"about_ca_topic_score_gemma":0.1267245,"domain_scores_codex":[0.9997278,0.00005402525,0.00002224652,0.0000470273,0.00008788102,0.00006101819],"domain_scores_gemma":[0.9979097,0.0003691336,0.0009548368,0.00006424428,0.000253106,0.000448809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001700895,0.000006089439,0.9982702,0.000004040723,0.000004664151,0.00001010204,0.00006604823,0.00003014021,0.00003998565,0.000006039078,0.0001071716,0.00143847],"study_design_scores_gemma":[0.000001580347,0.00001432953,0.9995276,0.000003748948,0.000002022685,0.00005264704,0.0001110402,0.0001692417,0.000008566464,0.00001194316,0.0000965581,8.562653e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988055,0.0001114724,0.00007150574,0.00008584429,0.000002015429,0.000007553516,0.0002668719,0.000005878714,0.0006433565],"genre_scores_gemma":[0.9993712,0.0000465622,0.0001088618,0.00001489529,0.000002031177,0.000004328283,0.0002763265,0.000001637427,0.000174196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08142598,"threshold_uncertainty_score":0.161904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242710100557811,"score_gpt":0.3790195250748308,"score_spread":0.3465924240692527,"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."}}