{"id":"W2153096237","doi":"10.1213/ane.0b013e318195415f","title":"The Use of Air in the Inspired Gas Mixture During Two-Lung Ventilation Delays Lung Collapse During One-Lung Ventilation","year":2009,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital; University Health Network","funders":"","keywords":"Medicine; Lung; Ventilation (architecture); Lung ventilation; Anesthesia; Intensive care medicine; Internal medicine; Meteorology","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":[0.0005668019,0.0002654395,0.000381962,0.0002447364,0.0003602739,0.00007035302,0.0002312131,0.0001624594,0.00002554959],"category_scores_gemma":[0.00005121662,0.0001918901,0.0002095128,0.0006715728,0.00005659427,0.0003563572,0.0000171027,0.0003050937,0.00000570903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396665,"about_ca_system_score_gemma":0.0001022483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000394435,"about_ca_topic_score_gemma":0.00005335136,"domain_scores_codex":[0.9977863,0.0001790878,0.0006521243,0.0003427047,0.000602744,0.000436999],"domain_scores_gemma":[0.998714,0.00008276116,0.0003422712,0.0006237139,0.0001348994,0.0001023555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005549564,0.001058368,0.593323,0.0007962644,0.0003633861,0.003440626,0.006647522,0.003118986,0.374804,0.003928804,0.001601287,0.005368184],"study_design_scores_gemma":[0.001606615,0.000170095,0.9544967,0.0003622388,0.0002787195,0.0003041733,0.0002266492,0.002921645,0.03764572,0.00009382847,0.001672394,0.0002212395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996542,0.0007669671,0.0001131475,0.001473185,0.00004239596,0.000911022,9.673265e-7,0.00005719632,0.00009310742],"genre_scores_gemma":[0.9985731,0.0001200964,0.0002296235,0.0005493485,0.0001646772,0.00003310355,0.00003952016,0.00003297957,0.0002575249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3611737,"threshold_uncertainty_score":0.782505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014402956302462,"score_gpt":0.2614332541972593,"score_spread":0.2412892246342347,"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."}}