{"id":"W2616453181","doi":"10.1017/cem.2017.214","title":"P012: Québec emergency physicians propose priority solutions to improve rural emergency care","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Cégep de Lévis","funders":"","keywords":"Ranking (information retrieval); Likert scale; Medicine; Rural area; Population; Quality (philosophy); Scale (ratio); Family medicine; Geography; Environmental health; Psychology; Computer science","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":[0.007259288,0.000745436,0.0004527632,0.0009222917,0.01355932,0.009550176,0.002789478,0.02676195,0.06603626],"category_scores_gemma":[0.02533638,0.0005736388,0.001201605,0.001416509,0.003150783,0.003494183,0.003392034,0.01256242,0.008907944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03216729,"about_ca_system_score_gemma":0.1815658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6663285,"about_ca_topic_score_gemma":0.8599845,"domain_scores_codex":[0.9949886,0.001223555,0.0002622318,0.0003156854,0.001277553,0.001932333],"domain_scores_gemma":[0.9602789,0.005057809,0.001079912,0.000673034,0.01792207,0.01498814],"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":[0.00005707823,0.00008804807,0.003448818,0.0001280045,0.00001369042,0.000322076,0.0007141777,0.0001499455,0.0002689622,0.002841065,0.9765909,0.01537722],"study_design_scores_gemma":[0.0003324656,0.0001849631,0.02513154,0.0006940732,0.00005720607,0.000519317,0.01078738,0.0009609529,0.0004781025,0.00597099,0.9547582,0.0001248176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004048134,0.0007161621,0.0007755443,0.95948,0.0104079,0.000213613,0.0003494074,0.0001267163,0.02388249],"genre_scores_gemma":[0.08575319,0.002221543,0.008233282,0.7347524,0.009757452,0.0005046303,0.0006985067,0.0001835454,0.1578956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9678327,"threshold_uncertainty_score":0.6712731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178359013145493,"score_gpt":0.4914608793576424,"score_spread":0.3131018662121494,"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."}}