{"id":"W4321766020","doi":"10.21203/rs.3.rs-2613812/v1","title":"The Unrestricted Global effort to complete the Closed Or Open after Source Control Laparotomy for Severe Complicated Intra-Abdominal Sepsis (COOL) Trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; University of Ottawa; University of Toronto; Dalhousie University; University of Calgary","funders":"National Institutes of Health; University of Calgary","keywords":"Laparotomy; Medicine; Clinical trial; Randomized controlled trial; Sepsis; Abdomen; Intensive care medicine; Intervention (counseling); Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004164227,0.0005448867,0.0011779,0.0002097282,0.001775483,0.0008392417,0.002642398,0.0004297545,0.0002489803],"category_scores_gemma":[0.002926801,0.0003037737,0.0006168952,0.001714804,0.0005324946,0.00006668983,0.002785735,0.001782346,0.00043537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006762109,"about_ca_system_score_gemma":0.001774687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228619,"about_ca_topic_score_gemma":0.0007214507,"domain_scores_codex":[0.9936355,0.001160854,0.001051923,0.001221063,0.001507185,0.001423429],"domain_scores_gemma":[0.9878905,0.006983942,0.0002772696,0.002475858,0.00171749,0.0006548906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7202343,0.0009264278,0.004346373,0.0009163882,0.001899135,0.0001481412,0.0003139702,0.0004656966,0.0001603889,0.001679519,0.2415421,0.02736748],"study_design_scores_gemma":[0.04699878,0.004120892,0.1166608,0.002067967,0.0008875928,0.0001353277,0.001742716,0.009731649,0.00008892541,0.008057269,0.8083455,0.001162627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5668839,0.0007068043,0.01408273,0.2172264,0.001921408,0.1823483,0.01231067,0.0009685596,0.003551266],"genre_scores_gemma":[0.9402812,0.0000793627,0.0005187701,0.001504447,0.001285628,0.04921815,0.0008070171,0.0001280573,0.006177345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6732355,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941374757624861,"score_gpt":0.4613037346238091,"score_spread":0.2671662588613231,"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."}}