{"id":"W2201435338","doi":"10.1016/j.healun.2015.05.009","title":"The ethics of risk and innovation","year":2015,"lang":"en","type":"editorial","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Transplantation; Context (archaeology); Candidacy; Intensive care medicine; Lung transplantation; Heart transplantation; Internal medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02167339,0.003775055,0.004551134,0.004108171,0.004538216,0.01516129,0.004762976,0.04563704,0.005579462],"category_scores_gemma":[0.09804673,0.001630895,0.002934535,0.001701601,0.01114425,0.0088699,0.003393205,0.04930741,0.002953759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00592861,"about_ca_system_score_gemma":0.007078272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636364,"about_ca_topic_score_gemma":0.006150983,"domain_scores_codex":[0.9796052,0.007888486,0.002376407,0.001193565,0.008071883,0.0008643912],"domain_scores_gemma":[0.8806989,0.09568755,0.003230385,0.002368877,0.01331399,0.004700284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002705063,0.00001458445,0.00003684675,0.0002777195,0.00004434422,0.0001078013,0.00006708183,0.00003836443,0.0000183924,0.004374671,0.989622,0.005371142],"study_design_scores_gemma":[0.0001205149,0.00002709663,0.0002872703,0.001664216,0.0001094965,0.0002410386,0.000188369,0.0002800832,0.00008630974,0.01776928,0.9791703,0.00005600611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003575911,0.02163298,0.0001579801,0.1797517,0.7969829,0.000008163414,0.00001749607,0.00002167349,0.001391357],"genre_scores_gemma":[0.0008323997,0.007134465,0.0001191296,0.05727301,0.9307503,0.00001803942,0.000008001831,0.00002030009,0.003844292],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04563704,"threshold_uncertainty_score":0.1146212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318004295656532,"score_gpt":0.3768567777648277,"score_spread":0.3450563481991745,"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."}}