{"id":"W4366598891","doi":"10.1056/evidoa2300008","title":"Extension of Cold Static Donor Lung Preservation at 10°C","year":2023,"lang":"en","type":"article","venue":"NEJM Evidence","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Extension (predicate logic); Cold storage; Lung transplantation; Medicine; Lung; Transplantation; Surgery; Computer science; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004431391,0.0000747325,0.0001934065,0.0000845504,0.00004558461,0.000006272567,0.00006268347,0.00004317269,0.0002093437],"category_scores_gemma":[0.0005903615,0.00006078852,0.0000521908,0.0003514751,0.00003250086,0.0002076472,0.0000262521,0.00005835708,0.0000998355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004007286,"about_ca_system_score_gemma":0.00005080785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006173186,"about_ca_topic_score_gemma":0.00001939464,"domain_scores_codex":[0.9990742,0.0000658668,0.0002459728,0.0001745639,0.0003041691,0.0001352454],"domain_scores_gemma":[0.9986718,0.0008075323,0.00008290468,0.0002451436,0.0001332703,0.00005932979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009307499,0.00005332561,0.4961777,0.003120688,0.00006220876,0.0001150982,0.001928327,0.000259852,0.4648407,0.001251778,0.02544048,0.005819139],"study_design_scores_gemma":[0.0006681168,0.0001737947,0.9491903,0.001399455,0.0001437841,0.00001111495,0.00006614517,0.004958507,0.04040094,0.0001309144,0.002767135,0.00008986351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932168,0.0005078822,0.002426298,0.002958857,0.0001595192,0.000377258,0.000007741987,0.00009698441,0.0002486634],"genre_scores_gemma":[0.9709457,0.001060746,0.01093587,0.0004676183,0.00007086231,0.00002855781,0.00002854518,0.00001739215,0.01644474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530126,"threshold_uncertainty_score":0.2478884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453608706776467,"score_gpt":0.4144320015385627,"score_spread":0.2690711308609161,"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."}}