{"id":"W2160386045","doi":"10.22605/rrh1603","title":"Postgraduate specialty training in northeastern Ontario and subsequent practice location","year":2011,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Specialty; Training (meteorology); Medical education; Medicine; Family medicine; Geography","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":[0.0006292543,0.0001209619,0.0001659843,0.000553137,0.0009583119,0.0006395961,0.0007318115,0.0002627556,0.005780863],"category_scores_gemma":[0.00315077,0.0001492592,0.0001925386,0.001274726,0.0004384107,0.0003094636,0.0008206114,0.0003317094,0.0003399284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004162461,"about_ca_system_score_gemma":0.009772896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7122343,"about_ca_topic_score_gemma":0.8607956,"domain_scores_codex":[0.9991897,0.00008082999,0.00005752195,0.0001449695,0.0003199038,0.000207107],"domain_scores_gemma":[0.995823,0.0002695731,0.001965359,0.00009079202,0.0006340248,0.001217226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003201955,0.00001403636,0.9969483,0.00002126098,0.000007209577,0.00005136177,0.000692986,0.00002164647,0.0001136455,0.0000164707,0.0003687245,0.001712324],"study_design_scores_gemma":[0.000002102865,0.0000135977,0.9988987,0.0000142662,0.000002582156,0.00004088165,0.0005791528,0.00002594495,0.00001088536,0.000002902574,0.0004079004,9.604335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963623,0.0002412757,0.00006290309,0.000274791,0.000008084896,0.00002272282,0.001036398,0.000006945073,0.001984596],"genre_scores_gemma":[0.9982396,0.0001868018,0.0001376728,0.00004459952,0.000008563065,0.00002381612,0.0005291335,0.000002521927,0.0008273028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877657,"threshold_uncertainty_score":0.5789207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09833114643713224,"score_gpt":0.3938658092619274,"score_spread":0.2955346628247952,"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."}}