{"id":"W2169686972","doi":"10.1001/jama.2010.1796","title":"Effect of a Lung Protective Strategy for Organ Donors on Eligibility and Availability of Lungs for Transplantation","year":2010,"lang":"en","type":"article","venue":"JAMA","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Apnea; Tidal volume; Anesthesia; Airway; Randomized controlled trial; Respiratory system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115415,0.0001062136,0.0003406174,0.00005159398,0.00003251121,0.00000537602,0.00003407329,0.0001191986,0.00001314164],"category_scores_gemma":[0.0004467021,0.00007641353,0.0001006125,0.00006616949,0.00007972752,0.00005781322,0.000001851742,0.0001249713,1.603256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001289264,"about_ca_system_score_gemma":0.00004962662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008841278,"about_ca_topic_score_gemma":0.00009392361,"domain_scores_codex":[0.9992303,0.00007982497,0.0002680796,0.0002146374,0.0001013592,0.0001058401],"domain_scores_gemma":[0.9981729,0.001357064,0.0001053191,0.0001575649,0.0001565542,0.00005057554],"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":[0.03242218,0.0002747485,0.3018736,0.02374965,0.0001825958,0.000001953898,0.002768352,0.000007178089,0.530268,0.001945971,0.0000308157,0.106475],"study_design_scores_gemma":[0.005806429,0.002543935,0.3902394,0.00009270659,0.0002831102,0.000006696199,0.00002695013,0.0002703288,0.6000291,0.000624141,0.00001602094,0.0000612111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840761,0.00001499181,0.01236998,0.0001761988,0.00007212569,0.002939946,0.000219491,0.00001653359,0.0001146101],"genre_scores_gemma":[0.9917146,0.00001197865,0.00796809,0.00002474386,0.00004924605,0.0001618312,0.000037614,0.00001088846,0.0000210254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064137,"threshold_uncertainty_score":0.3116054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529766534658937,"score_gpt":0.36391284419957,"score_spread":0.3486151788529807,"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."}}