{"id":"W2973020036","doi":"10.1370/afm.2414","title":"Why Physician Guidance Matters: A Night of Neuralgia, Meningitis, and WebMD","year":2019,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical diagnosis; Feeling; Medical emergency; Family medicine; Psychiatry; Psychology; Social psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002100259,0.0002461953,0.0004416392,0.0005719905,0.01240902,0.003256677,0.0008202834,0.006415914,0.007153869],"category_scores_gemma":[0.01526307,0.0004419473,0.0005871201,0.0005222586,0.003432615,0.00329807,0.0025866,0.009958721,0.001410233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004637645,"about_ca_system_score_gemma":0.004327202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571342,"about_ca_topic_score_gemma":0.04544308,"domain_scores_codex":[0.997116,0.001411419,0.000133462,0.0001663806,0.0005216565,0.000651072],"domain_scores_gemma":[0.9937136,0.002199672,0.0008690684,0.0002240788,0.0006014573,0.002392243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001640602,0.0006445285,0.03466884,0.0004352624,0.0001043576,0.0746779,0.1318006,0.0002029346,0.000861141,0.009361978,0.664647,0.0824315],"study_design_scores_gemma":[0.00008188476,0.0004943551,0.03204747,0.00191613,0.00008896766,0.1441679,0.2905295,0.000710355,0.0006891112,0.009939995,0.5190835,0.0002508763],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1536897,0.01231533,0.001365955,0.7863634,0.01158792,0.00006674618,0.0001604615,0.0001978641,0.03425274],"genre_scores_gemma":[0.7266943,0.01105605,0.002128105,0.2368259,0.005917391,0.00004086649,0.00009551969,0.0002161048,0.0170257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01571342,"threshold_uncertainty_score":0.03364861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4451620567689176,"score_gpt":0.490755541693531,"score_spread":0.04559348492461335,"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."}}