{"id":"W2521993299","doi":"10.4240/wjgs.v8.i9.627","title":"Fibrinogen-thrombin collagen patch reinforcement of high-risk colonic anastomoses in rats","year":2016,"lang":"en","type":"article","venue":"World Journal of Gastrointestinal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rio Tinto","keywords":"Medicine; Anastomosis; Surgery; Fibrinogen; Adhesion; Internal medicine","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":[0.0009212163,0.0002455926,0.001042236,0.0006478304,0.00003558848,0.00001023295,0.0001238328,0.00003217129,0.0006974001],"category_scores_gemma":[0.0008541894,0.0001634552,0.0003822959,0.0007571636,0.0001571999,0.0001511212,0.00006921103,0.0001835959,0.00001729835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006001227,"about_ca_system_score_gemma":0.0005737328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004271477,"about_ca_topic_score_gemma":0.0004746022,"domain_scores_codex":[0.9971969,0.0001749022,0.001319766,0.0002171342,0.0006369566,0.0004543884],"domain_scores_gemma":[0.9965311,0.00143477,0.001100531,0.0002427834,0.0003872311,0.0003036436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004756414,0.0003609133,0.9631577,0.00005837699,0.0001268192,0.002054699,0.00002682283,0.0001047258,0.01613815,0.00002583407,0.002506674,0.0106829],"study_design_scores_gemma":[0.003633569,0.003102118,0.9492053,0.004741266,0.0001865899,0.003112618,0.00003405355,0.00001672565,0.03487831,0.0001659376,0.0007355949,0.0001879504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978228,0.0003892587,0.0001521981,0.0007700986,0.000239102,0.0002381707,0.00001443658,0.00001383108,0.0003601119],"genre_scores_gemma":[0.9972998,0.0002807738,0.001479748,0.00005051327,0.0001392851,0.000007971086,0.000002742913,0.00002654204,0.0007125778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874016,"threshold_uncertainty_score":0.7636042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931448368889126,"score_gpt":0.2585328412683651,"score_spread":0.2392183575794739,"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."}}