{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07838991,0.00175762,0.002491789,0.005775327,0.01313721,0.00934868,0.01344511,0.01794601,0.00488952],"category_scores_gemma":[0.09197924,0.001426735,0.005172624,0.005023644,0.006398635,0.003339814,0.01128679,0.02150056,0.001617618],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1011577,"about_ca_system_score_gemma":0.5638183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7246197,"about_ca_topic_score_gemma":0.750171,"domain_scores_codex":[0.9102665,0.01769762,0.01315979,0.004340329,0.0417959,0.01273989],"domain_scores_gemma":[0.7651544,0.02020253,0.007030596,0.002962487,0.1565336,0.04811639],"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":[0.00007280151,0.0001216644,0.003634394,0.004657615,0.0002016581,0.0007473995,0.004841558,0.002416524,0.0008988042,0.03634278,0.8526236,0.09344129],"study_design_scores_gemma":[0.0001257619,0.0001010018,0.006994449,0.01301474,0.0002277254,0.000551368,0.00540525,0.001222408,0.0006639361,0.01259087,0.9587831,0.0003193393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004425101,0.03067216,0.01568984,0.8622797,0.03982025,0.003653542,0.002699984,0.000268798,0.04049066],"genre_scores_gemma":[0.2419855,0.08445738,0.1978509,0.3603946,0.01123292,0.008507028,0.01252846,0.0006083982,0.08243488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988423,"threshold_uncertainty_score":0.7339541,"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."}}