{"id":"W2041291181","doi":"10.1186/cc5480","title":"Abdominal pressure volume determinants","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Volume (thermodynamics); Intensive care medicine; Emergency medicine; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149304,0.00008980463,0.0001724418,0.00004168279,0.0001202822,0.00001230326,0.00006595829,0.00008680084,0.000473662],"category_scores_gemma":[0.0003913317,0.00008110998,0.00009482587,0.00009953653,0.0001493688,0.00005001372,0.00003014376,0.0001596232,0.0002177684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023905,"about_ca_system_score_gemma":0.00004272995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006680976,"about_ca_topic_score_gemma":0.000004841631,"domain_scores_codex":[0.9991522,0.00001411587,0.0001797604,0.0001923241,0.0001735716,0.0002880552],"domain_scores_gemma":[0.9990854,0.000162033,0.00001262543,0.0002522564,0.0002347722,0.000252911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001715499,0.0007304265,0.4687057,0.002061729,0.00007325135,0.002473696,0.001845021,0.000001196947,0.0153607,0.01839776,0.01624104,0.472394],"study_design_scores_gemma":[0.0005923784,0.0005831115,0.6559083,0.0002587396,0.0007273873,0.001099691,0.003753547,0.000299735,0.02667336,0.0009172916,0.3087197,0.0004667108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269564,0.003432227,0.006895072,0.00251824,0.0004281764,0.0003680936,0.00003916856,0.0001721981,0.05919039],"genre_scores_gemma":[0.9964955,0.000001231656,0.001077557,0.0005868476,0.0002736964,0.00001186075,0.000008924379,0.00001223162,0.00153218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4719273,"threshold_uncertainty_score":0.5186267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641104030823756,"score_gpt":0.3598585290014188,"score_spread":0.3334474886931813,"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."}}