{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348904,0.000724992,0.001395897,0.000209213,0.0002408789,0.0007804713,0.0005913673,0.001568381,0.0024865],"category_scores_gemma":[0.008598483,0.0002771784,0.001340947,0.0002215898,0.000885183,0.0006094162,0.0004515577,0.001452719,0.0001585792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412167,"about_ca_system_score_gemma":0.0008522299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715023,"about_ca_topic_score_gemma":0.0004339319,"domain_scores_codex":[0.9975555,0.001657637,0.0001951476,0.000267985,0.0001172134,0.0002064719],"domain_scores_gemma":[0.9922748,0.004448142,0.001814118,0.0002368053,0.0001047318,0.001121526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9302521,0.009845028,0.01529587,0.0006741448,0.0015927,0.00006087159,0.00005814543,0.0008118899,0.002029744,0.0001320794,0.0003687107,0.03887871],"study_design_scores_gemma":[0.5377767,0.3902639,0.06152845,0.0003126727,0.003447502,0.0002229483,0.0001080536,0.002494632,0.002557092,0.0004391102,0.0008099406,0.00003897121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966553,0.002120319,0.0001702495,0.0003298529,0.0001156026,0.0002524383,0.00004465904,0.000007511,0.0003040495],"genre_scores_gemma":[0.9981927,0.000482551,0.0004215066,0.0002865877,0.0001779336,0.0002761025,0.00005392651,0.000001807129,0.0001069746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00348904,"threshold_uncertainty_score":0.01845205,"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."}}