{"id":"W3176558350","doi":"10.1177/0272989x211014163","title":"Systematic Development of Patient Decision Aids: An Update from the IPDAS Collaboration","year":2021,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval; Centre hospitalier universitaire de Québec","funders":"National Cancer Institute; Novo Nordisk Fonden; Canadian Institutes of Health Research; Patient-Centered Outcomes Research Institute; Cancer Prevention and Research Institute of Texas","keywords":"Decision aids; Medicine; Management science; Computer science; Alternative medicine; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5190444,0.002468584,0.007244044,0.0429319,0.002661057,0.0153932,0.006862143,0.006330148,0.002118774],"category_scores_gemma":[0.7072055,0.003741906,0.008099751,0.03146544,0.008468535,0.01398104,0.02062698,0.01069115,0.001063434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666053,"about_ca_system_score_gemma":0.09015625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007296734,"about_ca_topic_score_gemma":0.01547753,"domain_scores_codex":[0.3095487,0.3992291,0.1830665,0.01533974,0.09025265,0.002563139],"domain_scores_gemma":[0.125013,0.6036968,0.06191374,0.04596374,0.1569369,0.00647584],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005163015,0.0001159159,0.004422019,0.1642997,0.002942577,0.0002101488,0.01080128,0.0008358232,0.000655088,0.007127863,0.03246221,0.775611],"study_design_scores_gemma":[0.0006806467,0.0006141202,0.006206684,0.5865431,0.003391091,0.0008367197,0.004219235,0.0009376117,0.001391523,0.009743453,0.3850211,0.000414732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.008540566,0.8702099,0.03412949,0.06571332,0.007340648,0.005325472,0.002034954,0.0005188988,0.006186854],"genre_scores_gemma":[0.06542864,0.6020381,0.2848267,0.02437744,0.003139531,0.01529152,0.003286891,0.000491389,0.001119844],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4809556,"threshold_uncertainty_score":0.5931039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113202910372732,"score_gpt":0.4488474972722559,"score_spread":0.3356445868995239,"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."}}