{"id":"W2975888286","doi":"10.1111/petr.13589","title":"Patients and their family members prioritize post‐transplant survival over waitlist survival when considering donor hearts for transplantation","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Transplantation; Preference; Family medicine; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000542473,0.0004921501,0.0007232468,0.0003205725,0.0001827783,0.0000820356,0.0001060718,0.0002557021,0.00009020261],"category_scores_gemma":[0.00002390853,0.0004311184,0.0002564693,0.0002081352,0.00006133672,0.000449741,0.000005394493,0.0002706089,0.00001363493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005959845,"about_ca_system_score_gemma":0.0001498375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004183761,"about_ca_topic_score_gemma":0.0003023442,"domain_scores_codex":[0.9973041,0.0001688278,0.0007572694,0.0007098235,0.0005020861,0.000557865],"domain_scores_gemma":[0.9979203,0.001152791,0.0001843945,0.0002331523,0.0002423525,0.0002669475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004138244,0.0001835954,0.9724518,0.005375679,0.0001466385,0.00004113821,0.01088757,0.00004742847,0.004088171,0.0004837845,0.00003648828,0.002119452],"study_design_scores_gemma":[0.01354592,0.0005526112,0.981072,0.0001541614,0.001366128,0.00008525505,0.0002937873,0.0002590566,0.001395817,0.0001910627,0.0004884078,0.0005958082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772243,0.000389117,0.01563026,0.000378496,0.001431056,0.002010259,0.002190106,0.0001904711,0.000555894],"genre_scores_gemma":[0.9808436,0.007510551,0.007444071,0.0004195593,0.0003622082,0.00008087287,0.00315269,0.0000901586,0.00009626992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059379,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935738907241712,"score_gpt":0.2668598384441864,"score_spread":0.2475024493717692,"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."}}