{"id":"W2945208797","doi":"10.18192/uojm.v9i1.3840","title":"A Call to Action Against Rising Medical Student Tuition","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Government of Ontario","keywords":"Economic shortage; Student debt; Demographics; Debt; Primary care; Socioeconomic status; Medical school; Medical education; Call to action; Point (geometry); Action (physics); Inflation (cosmology); Medicine; Psychology; Demographic economics; Family medicine; Business; Finance; Economics; Demography; Sociology; Marketing; Mathematics; Environmental health; Government (linguistics)","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":[0.03706403,0.001307658,0.001972558,0.002868555,0.007716792,0.01465232,0.006819691,0.06896698,0.05167742],"category_scores_gemma":[0.1216759,0.0008079839,0.002970463,0.002131701,0.008447784,0.01189158,0.01005526,0.05260666,0.01772201],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006045387,"about_ca_system_score_gemma":0.04386095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429035,"about_ca_topic_score_gemma":0.02403543,"domain_scores_codex":[0.970255,0.00724339,0.002082073,0.002410958,0.01277503,0.005233668],"domain_scores_gemma":[0.8333675,0.04185767,0.008159542,0.008360221,0.03162568,0.07662939],"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":[0.00008266867,0.0002220845,0.001455247,0.0002226131,0.00004010093,0.0002033997,0.0004011401,0.0001352339,0.0003651651,0.007999196,0.954347,0.03452618],"study_design_scores_gemma":[0.000130321,0.0002477801,0.007373244,0.001289572,0.00004267114,0.000260872,0.001837853,0.0004098802,0.0003913296,0.007443943,0.9804332,0.0001393094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008264247,0.00138685,0.0003452326,0.9811872,0.01200468,0.00002478933,0.00006173133,0.0002648472,0.00389819],"genre_scores_gemma":[0.01260814,0.001700252,0.002196937,0.9604554,0.009050681,0.0001050445,0.0001008864,0.0001535583,0.01362914],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9939546,"threshold_uncertainty_score":0.1960157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684467065201819,"score_gpt":0.4216861720794551,"score_spread":0.3848415014274369,"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."}}