{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007120186,0.0003150902,0.001516781,0.0007424735,0.0002186079,0.0001725072,0.0002902076,0.000247002,0.00001295462],"category_scores_gemma":[0.0001038038,0.0002532068,0.0001677886,0.001088694,0.0002694305,0.0004242829,0.000509608,0.0006240378,0.0003259528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522306,"about_ca_system_score_gemma":0.0001127184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870844,"about_ca_topic_score_gemma":0.00002358635,"domain_scores_codex":[0.9976215,0.0001247977,0.0007520607,0.0003638964,0.0006024037,0.0005353691],"domain_scores_gemma":[0.9986793,0.0001520612,0.0005505913,0.0003391787,0.0002438302,0.00003506768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000283324,0.0001629097,0.0001851031,0.01516136,0.00009369229,0.000007853658,0.0003071596,6.374722e-9,0.000002752429,0.002383968,0.0003113732,0.981381],"study_design_scores_gemma":[0.000172325,0.00006113961,0.001464617,0.005126672,0.00004368669,0.000002669745,0.001548725,0.0000137321,0.000001399545,0.00008510215,0.9912411,0.0002388113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02930887,0.9572977,0.00005361684,0.0006133168,0.0004815628,0.008260228,0.0003434773,0.000172447,0.00346875],"genre_scores_gemma":[0.06457977,0.9307204,0.00008274138,0.0002357338,0.0007227982,0.001675271,0.00160694,0.0001215737,0.0002547305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9909297,"threshold_uncertainty_score":0.999992,"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."}}