{"id":"W2547171731","doi":"10.1177/0272989x16675338","title":"Toward Optimal Decision Making among Vulnerable Patients Referred for Cardiac Surgery: A Qualitative Analysis of Patient and Provider Perspectives","year":2016,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Focus group; Autonomy; Medicine; Informed consent; Intensive care unit; Comprehension; Psychological intervention; Population; Qualitative research; Family medicine; Nursing; Intensive care medicine; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01739297,0.0005193427,0.0006488712,0.001638008,0.005058222,0.003582512,0.001454167,0.001371323,0.002101321],"category_scores_gemma":[0.03015965,0.0006235066,0.0005053571,0.001335449,0.005509742,0.003539937,0.004250004,0.002651843,0.0002137403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004629485,"about_ca_system_score_gemma":0.005980032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007855577,"about_ca_topic_score_gemma":0.009514875,"domain_scores_codex":[0.9861336,0.01087101,0.00042568,0.0004941103,0.0008429045,0.001232668],"domain_scores_gemma":[0.9677012,0.02651879,0.001762671,0.0003968966,0.001976899,0.001643543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003967426,0.00002237186,0.003036723,0.0001187317,0.000006349746,0.0004308734,0.9924136,0.00002998125,0.0005333471,0.0004288234,0.0003172653,0.002622298],"study_design_scores_gemma":[0.000003948648,0.00002851604,0.001469162,0.000125641,0.000003946032,0.0001512749,0.9948733,0.00009171155,0.0001955769,0.000215753,0.002828612,0.00001243616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902909,0.000664897,0.002675408,0.003373782,0.00006379168,0.0002279378,0.0002416752,0.00001443816,0.002447163],"genre_scores_gemma":[0.99534,0.0007872217,0.001659691,0.0008684705,0.00001913082,0.0002691994,0.00009846166,0.00001952955,0.0009382993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739297,"threshold_uncertainty_score":0.09198397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1707782441457781,"score_gpt":0.4829834337587995,"score_spread":0.3122051896130215,"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."}}