{"id":"W2565537820","doi":"","title":"Family physician access to specialist advice by telephone: Reduction in unnecessary specialist consultations and emergency department visits.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; Heart and Stroke Foundation; Health Care Foundation; Providence Health Care; Simon Fraser University; Island Health; Vancouver Coastal Health","funders":"","keywords":"Emergency department; Medicine; Specialist care; Medical emergency; Family medicine; Primary care; Nursing","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":[0.0006395768,0.000117822,0.0001362981,0.00029297,0.0003325038,0.0002744233,0.0002639611,0.0004714994,0.01086457],"category_scores_gemma":[0.006604659,0.00007847021,0.0002216582,0.0002075816,0.00008454812,0.0003000082,0.0003622611,0.0002877004,0.000725031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005107099,"about_ca_system_score_gemma":0.0009035566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024866,"about_ca_topic_score_gemma":0.01916409,"domain_scores_codex":[0.9995601,0.0002067018,0.00001680465,0.00003849947,0.0001149437,0.00006299337],"domain_scores_gemma":[0.9988024,0.0002991235,0.0003402224,0.00003814999,0.0001370445,0.0003830714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001883571,0.001910806,0.1479155,0.0008039838,0.0001304869,0.0003420919,0.00100053,0.000189207,0.001115163,0.0001917608,0.03667803,0.8078388],"study_design_scores_gemma":[0.0005416786,0.002686017,0.9715006,0.0005981934,0.0001740117,0.001372632,0.001185721,0.0006804942,0.0004680832,0.0002871899,0.02048978,0.00001565225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620574,0.004812654,0.0006575803,0.006658798,0.0001705476,0.000212812,0.0006398109,0.0001475298,0.02464287],"genre_scores_gemma":[0.9922701,0.00116964,0.001482878,0.0009454383,0.00009490291,0.00006979773,0.0001975093,0.000007987538,0.003761844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086457,"threshold_uncertainty_score":0.03634554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272419811692796,"score_gpt":0.2590853005495167,"score_spread":0.2363611024325888,"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."}}