{"id":"W2626815931","doi":"","title":"Deciding about Heart Transplantation or Mechanical Support: An Empirical Study and Ethical Analysis","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; Strong","keywords":"Transplantation; Heart transplantation; Empirical research; Medicine; Engineering ethics; Psychology; Engineering; Internal medicine; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1111236,0.0004252031,0.0006697311,0.003108281,0.009751813,0.007398317,0.002372485,0.001849962,0.004145205],"category_scores_gemma":[0.2267062,0.000558735,0.0007042069,0.003132076,0.01469064,0.00881955,0.005726463,0.004140738,0.0002103066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01403051,"about_ca_system_score_gemma":0.01815499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003966011,"about_ca_topic_score_gemma":0.006908273,"domain_scores_codex":[0.881539,0.1027209,0.003781157,0.001478828,0.007213454,0.00326665],"domain_scores_gemma":[0.4996081,0.4541106,0.02262909,0.004056701,0.01471077,0.004884718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003075692,0.002452858,0.1060546,0.002091849,0.00009196487,0.00225944,0.7840298,0.0005456541,0.0003265532,0.05538348,0.003064436,0.04339182],"study_design_scores_gemma":[0.00005804413,0.0002926258,0.01496161,0.001272119,0.00003512533,0.0004150437,0.9701792,0.00150238,0.0001750654,0.004822523,0.006253185,0.00003305379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829099,0.0006260025,0.00213977,0.005319497,0.00004758959,0.001249229,0.00005303664,0.00000347498,0.007651562],"genre_scores_gemma":[0.9952399,0.000710522,0.001967773,0.0007305336,0.00001723129,0.0008366839,0.00003219818,0.00000504378,0.000460244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111236,"threshold_uncertainty_score":0.587685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117438545519137,"score_gpt":0.3490752330378361,"score_spread":0.3179008475826448,"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."}}