{"id":"W2897344462","doi":"10.1016/j.jss.2018.09.024","title":"The Potential Dangers of Recruitment Maneuvers During One Lung Ventilation Surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Western University","funders":"International Business Machines Corporation","keywords":"Medicine; Atelectasis; Ventilation (architecture); Perioperative; Hypoxemia; Comorbidity; Respiratory distress; Cohort; Retrospective cohort study; COPD; Lung; Surgery; Anesthesia; 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":[0.003583163,0.0004589468,0.0005459262,0.0008791127,0.0009414922,0.001197521,0.0007665422,0.002748789,0.001707192],"category_scores_gemma":[0.02037208,0.0002641212,0.0005065053,0.0002973154,0.00143984,0.001144305,0.00106804,0.001890964,0.0008532323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059539,"about_ca_system_score_gemma":0.0006412764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003737277,"about_ca_topic_score_gemma":0.0005803193,"domain_scores_codex":[0.9976902,0.00114046,0.0002118775,0.0001276104,0.0005942258,0.000235717],"domain_scores_gemma":[0.988853,0.005650588,0.002830497,0.001083164,0.0005927476,0.0009900073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01322911,0.001059089,0.4333924,0.001289509,0.0002680406,0.06692727,0.007449151,0.002909692,0.1537395,0.007425589,0.003362843,0.3089478],"study_design_scores_gemma":[0.0003184587,0.01843696,0.721499,0.001928799,0.0002784414,0.148659,0.006078267,0.0163509,0.05702782,0.00769375,0.02153148,0.0001970933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972843,0.005040214,0.01115843,0.002274453,0.0006031875,0.0002043144,0.00005149836,0.0001929459,0.007631989],"genre_scores_gemma":[0.9953625,0.0006722537,0.002466179,0.0005860927,0.0003262229,0.00005624489,0.00002701365,0.00001790133,0.0004857079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003583163,"threshold_uncertainty_score":0.01894981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206787141070307,"score_gpt":0.4317730405144643,"score_spread":0.2249858994441573,"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."}}