{"id":"W2899464061","doi":"10.1001/jamasurg.2018.2446","title":"Risk Calculators and Decision Aids Are Not Enough for Shared Decision Making","year":2018,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.08625712,0.001665956,0.002195683,0.003828631,0.003226017,0.01688647,0.003440521,0.004856752,0.09006532],"category_scores_gemma":[0.2705322,0.001552454,0.002605264,0.002610953,0.00673267,0.02757073,0.01061915,0.01537578,0.05443434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002470474,"about_ca_system_score_gemma":0.008142608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556862,"about_ca_topic_score_gemma":0.001713066,"domain_scores_codex":[0.9251181,0.04925189,0.00544279,0.003031661,0.01547851,0.001677019],"domain_scores_gemma":[0.7324209,0.1781085,0.01349241,0.03558355,0.0256576,0.01473711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003857112,0.0003511445,0.003916704,0.0007136856,0.0003879357,0.000264961,0.001239559,0.001642657,0.0002308947,0.05237513,0.4450183,0.4934732],"study_design_scores_gemma":[0.0003519565,0.0003640007,0.002586254,0.005494062,0.0002330558,0.001380223,0.002495396,0.005012993,0.0007281244,0.4435442,0.5374363,0.0003734247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009002868,0.01325218,0.1946542,0.5855483,0.01309346,0.0006501625,0.002217469,0.006793434,0.1747879],"genre_scores_gemma":[0.2574153,0.02492722,0.515345,0.1257056,0.0165447,0.00216312,0.003348578,0.004808701,0.04974191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09006532,"threshold_uncertainty_score":0.4561767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959129595045747,"score_gpt":0.4341526466086297,"score_spread":0.238239687104055,"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."}}