{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182076,0.0001763549,0.0003552929,0.00009070873,0.0005623506,0.000008342399,0.00007040446,0.0001444135,0.00009322487],"category_scores_gemma":[0.000101736,0.0001463841,0.00001535855,0.0002203006,0.00006800231,0.0002295988,0.00006498968,0.0006785551,0.00004796554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005556479,"about_ca_system_score_gemma":0.001314938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5526086,"about_ca_topic_score_gemma":0.7511456,"domain_scores_codex":[0.9975158,0.0005525356,0.0006953131,0.0002828973,0.0001905171,0.000762925],"domain_scores_gemma":[0.9987605,0.0001557502,0.0003432398,0.0001789441,0.0001436363,0.0004179894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005586437,0.00007289382,0.1182706,0.0007847645,0.00001387768,0.00003104534,0.2576905,0.000002453377,0.000002477245,0.003386092,0.0002165203,0.6189701],"study_design_scores_gemma":[0.001502617,0.0005351555,0.8714979,0.002286606,0.00001481257,0.00008426806,0.0497156,0.000404893,0.000001396038,0.004170144,0.06948686,0.0002997178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964125,0.001941448,0.00006851344,0.01577882,0.0006106936,0.00122636,0.000004553621,0.00006557618,0.01617897],"genre_scores_gemma":[0.985356,0.003840268,0.002928046,0.006046339,0.0002165615,0.000006744512,0.00001954848,0.00002194811,0.001564493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532273,"threshold_uncertainty_score":0.5969372,"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."}}