{"id":"W3041507167","doi":"10.1097/aln.0000000000003442","title":"Body Habitus and Dynamic Surgical Conditions Independently Impair Pulmonary Mechanics during Robotic-assisted Laparoscopic Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for International Health","funders":"","keywords":"Medicine; Pneumoperitoneum; Trendelenburg; Trendelenburg position; Transpulmonary pressure; Body mass index; Respiratory physiology; Anesthesia; Mechanical ventilation; Surgery; Internal medicine; Lung; Lung volumes; Laparoscopy","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":[0.000140283,0.0002068853,0.00061545,0.00009781875,0.0001390258,0.00001275576,0.00007668776,0.0002584358,0.00008945018],"category_scores_gemma":[0.00006985199,0.0001862816,0.0001147071,0.0001452631,0.00008656423,0.00004334188,0.00004070147,0.0003199406,0.00004611817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004889618,"about_ca_system_score_gemma":0.0000991979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003691313,"about_ca_topic_score_gemma":0.0000034412,"domain_scores_codex":[0.9985932,0.0001504356,0.0003254878,0.000412718,0.0001405055,0.000377678],"domain_scores_gemma":[0.9990529,0.0002807445,0.00008186473,0.0002272183,0.00004205723,0.000315229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001529783,0.0006695265,0.8903525,0.0006633585,0.0004055203,0.01814503,0.0004935287,0.0001115853,0.08156223,0.001068663,0.000222805,0.004775506],"study_design_scores_gemma":[0.001549328,0.0004842396,0.983037,0.0001052781,0.0001016138,0.0059179,0.0001213906,0.00639574,0.0009024959,0.0003521253,0.0007459744,0.0002868982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971886,0.0005957944,0.00002498927,0.001515046,0.0001724899,0.0002246317,0.000005024808,0.0001905614,0.00008291114],"genre_scores_gemma":[0.9985796,0.0003973147,0.00006609912,0.0004696031,0.000169184,0.00002849387,0.00008975878,0.00003574536,0.0001642241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09268455,"threshold_uncertainty_score":0.7596341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812088068948889,"score_gpt":0.270751300479965,"score_spread":0.2526304197904762,"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."}}