{"id":"W2557796893","doi":"10.1007/s40271-016-0210-z","title":"Communicating Uncertainty in Benefits and Harms: A Review of Patient Decision Support Interventions","year":2016,"lang":"en","type":"review","venue":"Patient","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Uncertainty quantification; Psychological intervention; Statement (logic); Risk assessment; Order (exchange); Epistemology; Psychology; Computer science; Economics; Philosophy","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":[0.007678533,0.001087368,0.004083894,0.003031245,0.0005308993,0.002300341,0.002110061,0.002282632,0.005482149],"category_scores_gemma":[0.02950396,0.0006117349,0.003095577,0.003239898,0.001009559,0.002416211,0.001397112,0.002829412,0.0003005923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136893,"about_ca_system_score_gemma":0.005343101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038936,"about_ca_topic_score_gemma":0.009940412,"domain_scores_codex":[0.9951193,0.002094646,0.001280681,0.0004022915,0.000971993,0.0001309581],"domain_scores_gemma":[0.9638026,0.03250092,0.002271757,0.0002202613,0.0009751685,0.000229223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003498207,0.0001512527,0.0005228755,0.3040751,0.002421397,0.00007815756,0.0003489988,0.0003119339,0.0001204161,0.00151078,0.00536269,0.6847466],"study_design_scores_gemma":[0.0007463035,0.0007252404,0.006575334,0.7363182,0.02129435,0.000973862,0.001004966,0.0005539492,0.0004958858,0.004405869,0.2267484,0.0001575141],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001354565,0.9992539,0.00007601095,0.0002674366,0.00004672567,0.00001964419,0.00001479327,0.000001814377,0.0001841542],"genre_scores_gemma":[0.003375298,0.9952309,0.000645547,0.0005558977,0.00008544844,0.00003797925,0.00001581797,0.000001528877,0.00005163508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007678533,"threshold_uncertainty_score":0.04060847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3860704477507488,"score_gpt":0.5138308095404912,"score_spread":0.1277603617897424,"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."}}