{"id":"W2764154990","doi":"10.2196/medinform.6405","title":"Computerized Decision Aids for Shared Decision Making in Serious Illness: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Decision aids; Medicine; Computer science; MEDLINE; Intensive care medicine; Medical emergency; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01823992,0.001625298,0.0079649,0.007280205,0.0008154798,0.003253861,0.002436589,0.002305273,0.009549995],"category_scores_gemma":[0.1049634,0.0009232004,0.009677155,0.007437984,0.001237037,0.003219689,0.001729613,0.002506134,0.0004189882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005488028,"about_ca_system_score_gemma":0.01675097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005894451,"about_ca_topic_score_gemma":0.0117223,"domain_scores_codex":[0.976472,0.01392703,0.005351168,0.0007439112,0.003158302,0.0003476354],"domain_scores_gemma":[0.8555511,0.1253999,0.01260034,0.001205561,0.004552498,0.0006905898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000319092,0.00004202441,0.0002494711,0.9317578,0.004531375,0.00003178422,0.0001556545,0.0001759482,0.00003299789,0.0003495423,0.001520335,0.06083399],"study_design_scores_gemma":[0.0009577075,0.0002993607,0.001129347,0.9566091,0.02530203,0.0001459645,0.0001833522,0.0002838355,0.0001108685,0.0006978749,0.01423107,0.00004945487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007560024,0.9967692,0.0003304296,0.0003453842,0.000155957,0.001000326,0.0002275523,0.00001979466,0.0003953979],"genre_scores_gemma":[0.02270012,0.9700557,0.003294385,0.0007595316,0.0001436981,0.002620264,0.0002428042,0.00001074633,0.0001727854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01823992,"threshold_uncertainty_score":0.09646314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481199102585541,"score_gpt":0.4880184692985199,"score_spread":0.3398985590399658,"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."}}