{"id":"W2775568464","doi":"","title":"Factors Influencing Family Medicine Resident Retention and Newly Graduated Physicians’ First Practice Location","year":2017,"lang":"en","type":"article","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University; University of New Brunswick","funders":"","keywords":"Economic shortage; Medical practice; Family medicine; Medicine; Medical education; Government (linguistics)","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":[0.001574952,0.0001433319,0.0002004503,0.0008098581,0.001554874,0.001426439,0.001083607,0.0005311465,0.005081242],"category_scores_gemma":[0.007039742,0.0001964473,0.0002049766,0.00170725,0.001008326,0.001025377,0.001215432,0.001059893,0.00040335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004484198,"about_ca_system_score_gemma":0.007618116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4356923,"about_ca_topic_score_gemma":0.6670842,"domain_scores_codex":[0.9986603,0.0003149914,0.00009645831,0.0001232701,0.0002220862,0.0005828964],"domain_scores_gemma":[0.9915922,0.00195224,0.003142292,0.0002283932,0.0009764594,0.002108333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847022,0.00006175842,0.9852024,0.00004069971,0.00001281252,0.0001976269,0.005107617,0.00007348388,0.00023663,0.00008787475,0.0007934311,0.008147293],"study_design_scores_gemma":[0.000004739366,0.00003917633,0.9719253,0.0001132795,0.000004869255,0.0001331747,0.02579903,0.00006911879,0.00007993671,0.00003499164,0.00178511,0.00001142503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966289,0.0004643237,0.0000784267,0.001195682,0.00001605551,0.00001142492,0.0001927299,0.000002338639,0.001410149],"genre_scores_gemma":[0.9984642,0.0002543581,0.0001118915,0.0002068651,0.00001003632,0.00001126777,0.0001269414,0.000002937225,0.0008114723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5643077,"threshold_uncertainty_score":0.8663125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476779108100956,"score_gpt":0.4100565719337234,"score_spread":0.2623786611236278,"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."}}