{"id":"W1982907775","doi":"10.1016/s1053-2498(02)00822-7","title":"Impact of donor smoking on survival after lung transplantation","year":2003,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Economic shortage; Lung transplantation; Medicine; Lung; Selection (genetic algorithm); Intensive care medicine; Outcome (game theory); Transplantation; Liberalization; Internal medicine; Political science; Economics; Computer science","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":[0.003410425,0.0002942544,0.0006330597,0.0006054559,0.0005446094,0.00136561,0.0004288982,0.0009140526,0.002364411],"category_scores_gemma":[0.006825455,0.0001699087,0.001085654,0.0007276443,0.0006998712,0.0008724254,0.0006750469,0.001260333,0.0002563758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105705,"about_ca_system_score_gemma":0.0008130299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375654,"about_ca_topic_score_gemma":0.002413732,"domain_scores_codex":[0.9979343,0.001166069,0.0001386454,0.0001271059,0.0002260036,0.0004079016],"domain_scores_gemma":[0.9907447,0.005327844,0.001505845,0.0005079067,0.0004166671,0.001497063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005150556,0.0004146466,0.9815476,0.00002957964,0.0003706215,0.0002667527,0.00008075837,0.0001872667,0.0004376371,0.0001662442,0.000231801,0.0111166],"study_design_scores_gemma":[0.0001156786,0.001508687,0.9952461,0.00002300366,0.0005550366,0.0005929001,0.0002343981,0.0005027671,0.0004100047,0.0003798185,0.0004146607,0.00001693633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965872,0.001176942,0.0001166151,0.0004247779,0.00005832431,0.00000509829,0.0001870651,0.000003725115,0.001440413],"genre_scores_gemma":[0.9991581,0.000221429,0.00003864567,0.00008884856,0.00007682187,0.000003294187,0.0001277433,0.00000289285,0.0002822204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003410425,"threshold_uncertainty_score":0.01803631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887558606317357,"score_gpt":0.3372338861493531,"score_spread":0.3183583000861795,"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."}}