{"id":"W3179934799","doi":"10.1371/journal.pone.0254352","title":"Maintaining oxygen delivery is crucial to prevent intestinal ischemia in critical ill patients","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Klaus Tschira Stiftung","keywords":"Ischemia; Medicine; Oxygen; Vascular resistance; Cardiac index; Hemoglobin; Oxygen saturation; Internal medicine; Cardiology; Anesthesia; Oxygen delivery; Hemodynamics; Cardiac output; Chemistry","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":[0.00005692849,0.0001101294,0.0002474199,0.00007733924,0.00004752668,0.00001344473,0.00004229343,0.0000517165,0.0007409966],"category_scores_gemma":[0.0009363352,0.0001099061,0.00007338877,0.0001689524,0.00002500663,0.00005497259,0.00008856566,0.0001432639,0.000204898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550048,"about_ca_system_score_gemma":0.0001043209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577377,"about_ca_topic_score_gemma":0.0000119578,"domain_scores_codex":[0.9989575,0.00003258421,0.0002087077,0.0002684325,0.0003054942,0.0002272868],"domain_scores_gemma":[0.9991343,0.0000611599,0.00001883713,0.000194484,0.0004140734,0.0001771462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001395631,0.07799127,0.783816,0.0009377805,0.002928631,0.007146776,0.003822111,0.000006086128,0.09680542,0.001237466,0.003924793,0.01998798],"study_design_scores_gemma":[0.008930275,0.002602899,0.5880289,0.006859675,0.002272186,0.0001314059,0.001362701,0.0005302512,0.3868109,0.0009615123,0.0007076203,0.0008016498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960034,0.0001024242,0.00006743673,0.001728564,0.00002207512,0.0002528915,0.0000224566,0.00001805026,0.001782682],"genre_scores_gemma":[0.9818234,0.00001311675,0.01560885,0.001890523,0.00009442552,0.00005759369,0.00007300303,0.000016805,0.0004222555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2900055,"threshold_uncertainty_score":0.8113393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321965540509187,"score_gpt":0.2865015551692828,"score_spread":0.2432818997641909,"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."}}