{"id":"W2067221215","doi":"10.1097/01.tp.0000332637.24393.1b","title":"EX-VIVO REPAIR OF DAMAGED HUMAN DONOR LUNGS FOR TRANSPLANTATION","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ex vivo; Transplantation; In vivo; Chemistry; Medicine; Surgery; Biology; Genetics","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":[0.00129433,0.0002470578,0.00042515,0.0005652725,0.0002432245,0.0003979909,0.0004682317,0.0004253442,0.02177518],"category_scores_gemma":[0.0008733423,0.0001342018,0.000252376,0.0003507469,0.0001559661,0.0004709564,0.0003047943,0.0003822127,0.002732389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562168,"about_ca_system_score_gemma":0.0003508091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713968,"about_ca_topic_score_gemma":0.0003674245,"domain_scores_codex":[0.999508,0.0001176743,0.00008738889,0.00006067284,0.0001772737,0.00004894145],"domain_scores_gemma":[0.9996929,0.0001071969,0.00003834968,0.00007053371,0.00004270089,0.00004837279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003649571,0.001204356,0.00586566,0.001345539,0.00005191773,0.001161095,0.00021161,0.0006270802,0.8014618,0.002168319,0.01093036,0.1713227],"study_design_scores_gemma":[0.000440256,0.003335147,0.02373096,0.0001941435,0.0001447813,0.004783854,0.0001322816,0.001207024,0.899448,0.0008428408,0.06568468,0.00005607513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017951,0.07364117,0.06306735,0.002555508,0.002295092,0.001866544,0.01781167,0.0007657639,0.03620182],"genre_scores_gemma":[0.8932833,0.02734042,0.03094975,0.0005719791,0.000313159,0.001321727,0.01398864,0.0001326254,0.03209838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177518,"threshold_uncertainty_score":0.07284528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991062929646057,"score_gpt":0.3408825891293467,"score_spread":0.2909719598328861,"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."}}