{"id":"W4308709886","doi":"10.21203/rs.3.rs-2242414/v1","title":"How does the 6-month abstinence period fare for patients seeking Liver transplantation? Lessons Learned from Game Theoretic Analysis","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Abstinence; Liver transplantation; Stochastic game; Medicine; Alcoholic liver disease; Game theory; Transplantation; Intensive care medicine; Psychology; Surgery; Psychiatry; Internal medicine; Economics; Cirrhosis; Mathematical economics","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":[0.01190147,0.001372758,0.002030159,0.00111931,0.001315782,0.00444246,0.002521983,0.003659088,0.006601476],"category_scores_gemma":[0.04615405,0.0007005088,0.001659139,0.0006940491,0.004522125,0.006364264,0.001795131,0.004324629,0.0003728308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007012154,"about_ca_system_score_gemma":0.003379701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272038,"about_ca_topic_score_gemma":0.008327832,"domain_scores_codex":[0.9924973,0.005834214,0.000182259,0.0005189399,0.0003571424,0.0006100988],"domain_scores_gemma":[0.9519916,0.04351626,0.001658263,0.0004999341,0.001108098,0.001225885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001443351,0.0001403617,0.004201286,0.0002006712,0.0001921766,0.0001546342,0.0005000483,0.3643434,0.0002196124,0.6118118,0.00471239,0.01337921],"study_design_scores_gemma":[0.00005900599,0.00007912323,0.0008939492,0.00007476969,0.00004373093,0.00005513844,0.0004254964,0.4989631,0.00006573354,0.4977431,0.001549321,0.00004760548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1956005,0.004601391,0.6716562,0.052226,0.000645909,0.0003645271,0.0004357521,0.0001389717,0.07433078],"genre_scores_gemma":[0.9664568,0.001536539,0.02616247,0.001595368,0.000274142,0.0001611035,0.00007544925,0.0000515411,0.003686622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01272038,"threshold_uncertainty_score":0.06294173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1708150029191662,"score_gpt":0.4576274894295809,"score_spread":0.2868124865104146,"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."}}