{"id":"W4224095503","doi":"10.46747/cfp.6804258","title":"Consensus statement on networks for high-quality rural anesthesia, surgery, and obstetric care in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; College of Family Physicians of Canada; Canadian Association of General Surgeons; Dalhousie University; University of British Columbia; Western University; Queen's University; Women's College Hospital; Sunnybrook Health Science Centre; The Society of Obstetricians and Gynaecologists of Canada; University of Alberta; Native Mental Health Association of Canada; University of Saskatchewan","funders":"University of British Columbia","keywords":"Triage; Medicine; Coaching; Multidisciplinary approach; Quality (philosophy); Nursing; Scrutiny; Professional association; Rural area; Professional development; Quality management; Medical education; Medical emergency; Public relations; Psychology; Political science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004848014,0.0002400951,0.0005176843,0.0002312311,0.001325999,0.000009807509,0.0001803501,0.00007597169,0.00001458487],"category_scores_gemma":[0.00004340705,0.00027604,0.00004463894,0.000616746,0.00003769506,0.00002815984,0.00004166474,0.000567178,0.000005706643],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01146782,"about_ca_system_score_gemma":0.01068581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959658,"about_ca_topic_score_gemma":0.9976959,"domain_scores_codex":[0.996432,0.0007728338,0.0007156659,0.00036768,0.0003208088,0.001391007],"domain_scores_gemma":[0.9969141,0.001700822,0.0002441781,0.0003511121,0.0001257201,0.0006640578],"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":[0.0005386772,0.00006582635,0.1637644,0.0009394703,0.00006111088,0.0005523835,0.00279832,0.01142737,0.000006864159,0.009280534,0.7194278,0.09113716],"study_design_scores_gemma":[0.001513332,0.000218223,0.3460609,0.0003371286,0.0000200852,7.692666e-7,0.151866,0.000457517,0.000002302182,0.0003853553,0.4984756,0.0006627763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871061,0.002238278,8.313945e-7,0.003334841,0.001207162,0.001906367,0.0007400718,0.00002804121,0.003438303],"genre_scores_gemma":[0.9035625,0.00002835004,0.00001611178,0.09516107,0.0001354537,0.0005328584,0.0003610717,0.00003990553,0.0001626282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209522,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253830146958643,"score_gpt":0.3387180817596476,"score_spread":0.2961797802900611,"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."}}