{"id":"W2887556920","doi":"10.1038/s41596-018-0019-4","title":"Pig lung transplant survival model","year":2018,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; Vale (Canada); University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Organ transplantation; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731183,0.0007745672,0.0006102596,0.0007966775,0.0005156685,0.000658587,0.0009295488,0.001436179,0.008243307],"category_scores_gemma":[0.0003630513,0.0002551258,0.001033718,0.0002956026,0.0006416371,0.0009236592,0.0005082781,0.002311371,0.001694921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748322,"about_ca_system_score_gemma":0.0006826934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759936,"about_ca_topic_score_gemma":0.0005198254,"domain_scores_codex":[0.9995346,0.00009181301,0.00003940293,0.0001252157,0.0001276089,0.00008127296],"domain_scores_gemma":[0.9993798,0.00009030588,0.0001243915,0.00018078,0.00007649993,0.0001482924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0148321,0.01183748,0.009740432,0.001549517,0.0005262619,0.003259646,0.0004726414,0.005665915,0.8125002,0.0246284,0.02442632,0.09056122],"study_design_scores_gemma":[0.002579807,0.07180024,0.02667346,0.0006255982,0.002064911,0.01018493,0.000532199,0.03236338,0.6911095,0.01534185,0.1465066,0.0002175625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8504846,0.004187763,0.08374164,0.003452516,0.002707931,0.00257961,0.01044925,0.001403251,0.04099335],"genre_scores_gemma":[0.907572,0.003308445,0.02481989,0.002485353,0.0003063829,0.003769762,0.008572035,0.0001392893,0.0490268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008243307,"threshold_uncertainty_score":0.02757657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399097039479354,"score_gpt":0.4279149146766206,"score_spread":0.3880052107286852,"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."}}