{"id":"W1494544385","doi":"","title":"IMG: The BC Doctor Shortage Solution","year":2010,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic shortage; IMG; Medicine; Computer science; Operating system; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001761885,0.0006056423,0.000695425,0.001110302,0.002414785,0.004358658,0.001898096,0.005079875,0.1159128],"category_scores_gemma":[0.005986059,0.0003265444,0.0004646648,0.001410373,0.000902126,0.002269514,0.003422904,0.004128017,0.01433431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034543,"about_ca_system_score_gemma":0.00744103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156544,"about_ca_topic_score_gemma":0.01878719,"domain_scores_codex":[0.9984936,0.0004165864,0.0000271046,0.0002080674,0.000373054,0.0004815984],"domain_scores_gemma":[0.9984815,0.0002089023,0.00007105854,0.000173724,0.0003142611,0.0007506485],"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":[0.000227832,0.0001712566,0.0006228653,0.000122016,0.00001907575,0.0001779072,0.00009441377,0.007051701,0.0003100749,0.1807619,0.6480523,0.1623886],"study_design_scores_gemma":[0.0002572942,0.00009686944,0.0009172244,0.0002426377,0.00002138567,0.0003078507,0.0004085368,0.04124003,0.0005539508,0.1933957,0.7625272,0.00003142426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01222659,0.002535928,0.03313394,0.1498126,0.006270289,0.0002097954,0.001475383,0.001545398,0.7927901],"genre_scores_gemma":[0.3008497,0.001901934,0.03518141,0.02210908,0.003893965,0.0003074255,0.001373696,0.0006276476,0.6337551],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9959655,"threshold_uncertainty_score":0.3877669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06931180739932881,"score_gpt":0.3317963996562841,"score_spread":0.2624845922569553,"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."}}