{"id":"W234582799","doi":"","title":"Pulse: “Go south, young MD” message being heard again","year":2002,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Medicine; Family medicine; Population; Demography; Pediatrics; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008176596,0.0005554698,0.0004946066,0.0005478225,0.001871749,0.002303798,0.0008868243,0.006602235,0.1451817],"category_scores_gemma":[0.003978839,0.0002829115,0.0004460259,0.0003720942,0.0008627208,0.001527264,0.001119,0.008657251,0.07442086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833536,"about_ca_system_score_gemma":0.004112565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05106325,"about_ca_topic_score_gemma":0.08949232,"domain_scores_codex":[0.9995921,0.0000356797,0.00001390718,0.00005689108,0.000207428,0.00009388613],"domain_scores_gemma":[0.9977435,0.0002151706,0.00005700149,0.00004982038,0.0008179626,0.001116578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009301547,0.000003216586,0.00005403617,0.000007888499,4.69713e-7,0.00001327217,0.000006199275,0.000001377335,0.00001385085,0.00006648787,0.9970311,0.002792718],"study_design_scores_gemma":[0.00003056668,0.00001475024,0.00133267,0.000138554,0.000003555818,0.00004982092,0.0001192726,0.00001917894,0.00004343208,0.0002130883,0.9980253,0.000009807897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006022761,0.004784715,0.0001946059,0.8020074,0.1123368,0.00009717327,0.00160735,0.000623634,0.07774609],"genre_scores_gemma":[0.00544386,0.00627272,0.0003696961,0.5152515,0.04820831,0.0001511238,0.0009103165,0.000172484,0.42322],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1451817,"threshold_uncertainty_score":0.4856811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637533155891764,"score_gpt":0.3370078283435672,"score_spread":0.3106324967846495,"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."}}