{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002498639,0.0002835623,0.00129912,0.0002138129,0.001722401,0.00008189521,0.002344998,0.0005202104,0.0002697182],"category_scores_gemma":[0.01613457,0.0002187564,0.0001621726,0.000214736,0.0001179783,0.0007767814,0.001229255,0.001025749,0.0003035364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892059,"about_ca_system_score_gemma":0.0006437268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003135971,"about_ca_topic_score_gemma":0.0001283253,"domain_scores_codex":[0.9933546,0.0005303876,0.003989903,0.0002003286,0.001252818,0.0006719335],"domain_scores_gemma":[0.989069,0.005061908,0.00230005,0.002648765,0.0005455997,0.0003746173],"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":[0.0002606409,0.000138314,0.001937838,0.8605155,0.00004091824,0.0000098761,0.03329666,0.000003772487,6.689279e-7,0.001556537,0.01643531,0.08580397],"study_design_scores_gemma":[0.004543178,0.00017048,0.002429913,0.9234605,0.00006330753,0.00001479588,0.006999794,0.05157079,5.681227e-7,0.002905394,0.00738611,0.0004551589],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.228589,0.06709629,0.4475723,0.02601027,0.02297047,0.189358,0.0008705223,0.002401194,0.01513196],"genre_scores_gemma":[0.7472999,0.006086216,0.1966421,0.03271323,0.0003414248,0.01637466,0.0002782665,0.0001266595,0.0001375711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5187109,"threshold_uncertainty_score":0.9995772,"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."}}