{"id":"W3121196690","doi":"10.36646/mjlr.44.3.transplant","title":"Transplant Candidates and Substance Use: Adopting Rational Health Policy for Resource Allocation","year":2011,"lang":"en","type":"article","venue":"University of Michigan Journal of Law Reform","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Equity (law); Receipt; Substance abuse; Medicine; Actuarial science; Organ donation; Public economics; Psychology; Transplantation; Intensive care medicine; Business; Psychiatry; Political science; Economics; Law; Surgery","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":[0.0272044,0.0003926254,0.0004461854,0.0009883554,0.008023804,0.01324196,0.002068293,0.01833192,0.003321004],"category_scores_gemma":[0.03570416,0.0005017651,0.0007671546,0.0007551854,0.03100554,0.00899563,0.006601685,0.0137991,0.0005431931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.015017,"about_ca_system_score_gemma":0.03195984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188848,"about_ca_topic_score_gemma":0.02123922,"domain_scores_codex":[0.9754048,0.01415039,0.000978544,0.002360889,0.004155577,0.002949759],"domain_scores_gemma":[0.9830618,0.01185272,0.001503415,0.001172772,0.001257844,0.001151471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001082278,0.00002306641,0.0005609664,0.000009277098,0.000004092793,0.00006939792,0.0007765064,0.0005063402,0.00006786678,0.990374,0.004829096,0.002768632],"study_design_scores_gemma":[0.0001224665,0.00008919192,0.001051178,0.0002598609,0.00002487391,0.0001318917,0.001713708,0.006227965,0.0005313851,0.9072403,0.08253411,0.00007296181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04396772,0.002230813,0.0262931,0.7336197,0.001225811,0.0002557072,0.00006877117,0.0000997929,0.1922385],"genre_scores_gemma":[0.7694926,0.001805657,0.01421279,0.1928125,0.0021724,0.0004878941,0.00003887467,0.00005925068,0.01891804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0272044,"threshold_uncertainty_score":0.1438724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144738370678011,"score_gpt":0.2432118160075923,"score_spread":0.2117644323008122,"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."}}