{"id":"W2802283329","doi":"10.2196/jopm.9877","title":"A Decision Aid to Support Shared Decision Making About Mechanical Ventilation in Severe Chronic Obstructive Pulmonary Disease Patients (InformedTogether): Feasibility Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Pulmonary disease; Medicine; Mechanical ventilation; Intensive care medicine; Respiratory failure; Intubation; Clinical decision making; Disease; Endotracheal intubation; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01134415,0.0006235802,0.0005368796,0.0005071062,0.0007473244,0.0008690919,0.000707405,0.00102801,0.004833728],"category_scores_gemma":[0.0237085,0.0004481485,0.001091024,0.0002940415,0.0006466577,0.001544102,0.001659287,0.001122375,0.000382328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007195135,"about_ca_system_score_gemma":0.002180443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007604745,"about_ca_topic_score_gemma":0.0012803,"domain_scores_codex":[0.993107,0.005202163,0.0004991962,0.0002678786,0.0005248522,0.0003988498],"domain_scores_gemma":[0.9791391,0.01541832,0.00166107,0.000989894,0.0008846387,0.001906975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08023318,0.2714046,0.174528,0.003723982,0.0009715604,0.0009601983,0.01980372,0.004431842,0.003859323,0.001518958,0.004240884,0.4343238],"study_design_scores_gemma":[0.1139779,0.5682388,0.2574571,0.0009705003,0.001147211,0.001326523,0.01108274,0.01823773,0.009298411,0.002093947,0.01570565,0.0004634966],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951602,0.00004920366,0.000665298,0.0001865948,0.00001980706,0.003210633,0.0001072693,0.00001665179,0.0005843271],"genre_scores_gemma":[0.9708543,0.0001698376,0.01461348,0.0005988187,0.00005159478,0.0127975,0.0002502733,0.00000906049,0.0006551472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134415,"threshold_uncertainty_score":0.05999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2757713509324086,"score_gpt":0.5040845151860605,"score_spread":0.2283131642536518,"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."}}