{"id":"W4213106139","doi":"10.1016/j.healun.2022.02.011","title":"Clinical significance of donor lung weight at procurement and during ex vivo lung perfusion","year":2022,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Quartile; Lung transplantation; Lung; Intensive care unit; Transplantation; Surgery; 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":[0.001938892,0.0003885799,0.0008504303,0.0005473663,0.0002889826,0.001993066,0.0005875496,0.0006138649,0.001440969],"category_scores_gemma":[0.004230782,0.0001323393,0.0002905775,0.0008276094,0.001071338,0.001091844,0.0005348333,0.001532515,0.0003363598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005619357,"about_ca_system_score_gemma":0.0004675493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565414,"about_ca_topic_score_gemma":0.0004200646,"domain_scores_codex":[0.9987197,0.0004065399,0.0001101905,0.0002371311,0.0003536416,0.000172864],"domain_scores_gemma":[0.9946581,0.001991178,0.001582551,0.0004940315,0.0005008047,0.0007733187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01922183,0.0006210917,0.8945006,0.0002156654,0.0001879817,0.001556491,0.0003059085,0.0005515621,0.03384236,0.0005301895,0.0005429561,0.04792332],"study_design_scores_gemma":[0.0000815142,0.004259343,0.9670402,0.00007769296,0.0002002944,0.00278773,0.0006409354,0.00167367,0.02104683,0.0006625548,0.001474301,0.00005480084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940628,0.002130203,0.001380177,0.0002152397,0.0001065059,0.00003075864,0.0002483476,0.00002370087,0.00180216],"genre_scores_gemma":[0.9985911,0.0003458119,0.0003347636,0.00005507611,0.00007170172,0.00002215761,0.0001873705,0.00001298129,0.0003790341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001993066,"threshold_uncertainty_score":0.01025397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023177417686524,"score_gpt":0.3302416612859397,"score_spread":0.3100098871090745,"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."}}