{"id":"W2012407423","doi":"10.1097/01.ccm.0000215114.46127.da","title":"Efficacy of a T-piece system and a continuous positive airway pressure system for apnea testing in the diagnosis of brain death*","year":2006,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Apnea; Continuous positive airway pressure; Anesthesia; Catheter; Oxygenation; Crossover study; Intensive care; Airway; Fraction of inspired oxygen; Sleep apnea; Surgery; Mechanical ventilation; Intensive care medicine; Obstructive sleep apnea","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":[0.000344079,0.0001061121,0.0004046519,0.00009836841,0.0000396573,0.000004578165,0.0000526466,0.00007087223,0.000003612799],"category_scores_gemma":[0.001491908,0.00006934984,0.00003809435,0.0001946266,0.0001829359,0.00002621775,0.000006285954,0.00009550253,2.768942e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750937,"about_ca_system_score_gemma":0.00003141427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279568,"about_ca_topic_score_gemma":0.00001699626,"domain_scores_codex":[0.9989198,0.00009773464,0.0004059353,0.0001683585,0.0002680944,0.0001400289],"domain_scores_gemma":[0.99541,0.003912281,0.00006292301,0.0001176912,0.0004477183,0.00004933765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002253419,0.0009480544,0.6189537,0.09817988,0.0002065009,0.0005341492,0.03220159,0.00002818973,0.01934262,0.2109806,0.001056418,0.01531484],"study_design_scores_gemma":[0.02274351,0.004637572,0.8575783,0.01961721,0.003145495,0.0006484072,0.06161315,0.002065512,0.02720839,0.00008672594,0.0003509576,0.0003047692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97284,0.006988601,0.003633035,0.0081523,0.0001595538,0.002287703,0.0002301427,0.00007155805,0.005637147],"genre_scores_gemma":[0.999238,0.000001922483,0.0003041445,0.0001403988,0.0001567151,0.000070662,0.00006240795,0.00001251706,0.00001326869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386246,"threshold_uncertainty_score":0.2828004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856725991121273,"score_gpt":0.2974191446351827,"score_spread":0.27885188472397,"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."}}