{"id":"W2886925563","doi":"10.36834/cmej.43301","title":"Trajectories of physicians in Manitoba, Canada: the influence of contact points of rural-focused professional learning","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Cerebra; University of Manitoba","keywords":"Medical education; Gerontology; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005989961,0.000196718,0.0001467049,0.0008207361,0.002849857,0.001255641,0.000975355,0.0005259023,0.002377909],"category_scores_gemma":[0.002949564,0.0002561373,0.0001713753,0.001483483,0.0007452868,0.0004649535,0.001576008,0.0007171093,0.0002969806],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189409,"about_ca_system_score_gemma":0.02935107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646016,"about_ca_topic_score_gemma":0.983083,"domain_scores_codex":[0.9993393,0.00009299136,0.00001936829,0.00007553744,0.0001429434,0.0003297421],"domain_scores_gemma":[0.9968477,0.0001979407,0.0005354987,0.0000494859,0.0007850105,0.001584447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000547304,0.00006078949,0.9891136,0.00001420645,0.000008354703,0.0001342774,0.005444151,0.00009456502,0.0002360227,0.0000725947,0.0005716361,0.004195145],"study_design_scores_gemma":[0.000004089168,0.00003736446,0.9877732,0.00002115784,0.00000312764,0.00005797328,0.01108863,0.0001753718,0.00005088317,0.00001817603,0.0007639087,0.000006084353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983224,0.0001547388,0.00004896725,0.0004731674,0.000005228949,0.00002465496,0.0003190968,0.000003409158,0.0006482317],"genre_scores_gemma":[0.9982267,0.0002713086,0.0001183289,0.0001094429,0.000003107342,0.00001733624,0.000289886,0.000002461882,0.0009614886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9881059,"threshold_uncertainty_score":0.08629811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882183654378354,"score_gpt":0.3637455534251692,"score_spread":0.3449237168813856,"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."}}