{"id":"W1977106513","doi":"10.4187/respcare.01726","title":"A Peek at PEEP in Patients With AIDS","year":2012,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Peek; Intensive care medicine; Emergency medicine; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001612025,0.0006386414,0.0009474357,0.0005426159,0.00009157938,0.00002514592,0.0002304429,0.001239033,0.001105226],"category_scores_gemma":[0.00003713763,0.0005039563,0.0002369349,0.0002980763,0.00009169786,0.0001397397,0.0001300858,0.001823998,0.0005079685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070862,"about_ca_system_score_gemma":0.0004914339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008970794,"about_ca_topic_score_gemma":0.00002512646,"domain_scores_codex":[0.9965131,0.0001334701,0.0005235414,0.0007268766,0.001180912,0.0009221074],"domain_scores_gemma":[0.997952,0.00003573752,0.000254498,0.001062456,0.0004052191,0.0002900828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000324765,0.00007510484,0.5594302,0.0009211227,0.00008139746,0.00139864,0.0005066586,2.381646e-7,0.0001172847,0.000003071127,0.4328564,0.004285044],"study_design_scores_gemma":[0.003603414,0.001708856,0.03863971,0.0003715128,0.0002310287,0.000009058514,0.0001424612,2.813593e-8,0.0007791694,0.000002154618,0.9539514,0.0005612407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9681224,0.003922243,0.000007147389,0.009048675,0.001346712,0.002980459,0.0002932805,0.0002547288,0.01402436],"genre_scores_gemma":[0.08418584,0.00000499335,0.0002196245,0.9021431,0.004820615,0.0002495623,0.00213566,0.0004109603,0.005829695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8930944,"threshold_uncertainty_score":0.9998079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551852260839984,"score_gpt":0.2395866171268002,"score_spread":0.2240680945184003,"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."}}