{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001553333,0.0002462039,0.0005368719,0.000351667,0.002247498,0.00005009934,0.0003318411,0.0004870562,0.000286519],"category_scores_gemma":[0.01250097,0.0002237424,0.000163216,0.0004178054,0.000121424,0.0004127306,0.0004834777,0.0006465618,0.0001940537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646035,"about_ca_system_score_gemma":0.0003294354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002860311,"about_ca_topic_score_gemma":0.0003066735,"domain_scores_codex":[0.9963723,0.0007063138,0.001205762,0.0005602572,0.0004505056,0.0007048133],"domain_scores_gemma":[0.9729083,0.02376913,0.000907878,0.001230279,0.0009389537,0.0002454472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008885226,0.00004220967,0.6364581,0.0002290101,0.00002194176,0.000002370786,0.003696685,0.000002844869,0.00001812228,0.0002666374,0.04800116,0.3103724],"study_design_scores_gemma":[0.00148199,0.0001358628,0.8276249,0.004155225,0.00004413713,0.000004061953,0.00456553,0.002980647,0.00007013119,0.008806441,0.1496544,0.0004767663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854366,0.001457686,0.007005478,0.001154124,0.002766624,0.001410555,0.0003465836,0.0001922365,0.0002301269],"genre_scores_gemma":[0.9633412,0.0002398813,0.0326559,0.002468496,0.0007014087,0.0004157849,0.00004866537,0.00006861267,0.00005999719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098956,"threshold_uncertainty_score":0.9990515,"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."}}