{"id":"W2921673678","doi":"10.1370/afm.2355","title":"Primary Care Clinician Adherence to Specialist Advice in Electronic Consultation","year":2019,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Audit; Primary care; Family medicine; Service (business); MEDLINE; Advice (programming); Specialist care; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02536944,0.00028932,0.000875072,0.001709782,0.001473369,0.002777682,0.001553955,0.001260794,0.004368703],"category_scores_gemma":[0.1854222,0.0006144833,0.0008605595,0.003967017,0.001038095,0.001731298,0.002892048,0.001592856,0.0008388278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00553696,"about_ca_system_score_gemma":0.008978769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04041359,"about_ca_topic_score_gemma":0.03467519,"domain_scores_codex":[0.9191446,0.03264988,0.01636895,0.00382248,0.02498954,0.003024547],"domain_scores_gemma":[0.7455238,0.1018734,0.1139136,0.01000321,0.02357072,0.005115347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002787909,0.0002377284,0.9440786,0.001168092,0.0001112827,0.0004784069,0.005865526,0.0001589961,0.0001768475,0.00007633854,0.002769067,0.04460033],"study_design_scores_gemma":[0.00004646544,0.0003192647,0.990437,0.001331769,0.00007449633,0.0009496905,0.003112615,0.0004367277,0.0002688202,0.00007301512,0.002924027,0.00002617732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724273,0.003676284,0.001222844,0.003517705,0.0001792342,0.001150458,0.002166476,0.0001245493,0.01553525],"genre_scores_gemma":[0.9950007,0.0007679955,0.001459338,0.001021906,0.00007687441,0.0003398487,0.0006598851,0.00001443534,0.0006590373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04041359,"threshold_uncertainty_score":0.134168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496013558762396,"score_gpt":0.3933868183828015,"score_spread":0.2437854625065619,"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."}}