{"id":"W3132071830","doi":"10.2196/17672","title":"Characteristics and Outcomes of Physician-to-Physician Telephone Consultation Programs: Environmental Scan","year":2021,"lang":"en","type":"review","venue":"JMIR Formative Research","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hotline; Specialty; Medicine; Family medicine; Emergency department; Medical emergency; Telephone number; Health care; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004994049,0.0005434176,0.00198349,0.01086528,0.0004144151,0.001870698,0.001130284,0.0008470934,0.003434112],"category_scores_gemma":[0.02256991,0.0003512249,0.003088875,0.01779161,0.0004895395,0.000992973,0.0006337986,0.0005427426,0.0002077396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526152,"about_ca_system_score_gemma":0.01188651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07360823,"about_ca_topic_score_gemma":0.1542435,"domain_scores_codex":[0.9964499,0.0006644845,0.001207872,0.0003718044,0.001108997,0.0001969119],"domain_scores_gemma":[0.9760686,0.01372334,0.005713019,0.000279841,0.003946781,0.0002684151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007774392,0.0001096187,0.03517304,0.6686764,0.01017061,0.000257109,0.0007811608,0.0002572888,0.0002276959,0.0006348212,0.005597659,0.2773371],"study_design_scores_gemma":[0.0003626856,0.0007930119,0.2114668,0.6698634,0.05321895,0.001493754,0.002010319,0.000222272,0.0004760148,0.0004470564,0.05956172,0.00008411813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004591661,0.9930273,0.00004533594,0.0002567934,0.00003064185,0.00008911111,0.00108303,0.0000029922,0.0008730134],"genre_scores_gemma":[0.05816314,0.9395289,0.0003240552,0.0004315493,0.00005382083,0.0001927413,0.001108467,0.000003513849,0.00019392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07360823,"threshold_uncertainty_score":0.1463596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07273670944004591,"score_gpt":0.3996898161411509,"score_spread":0.326953106701105,"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."}}