{"id":"W2153316574","doi":"10.1055/s-0029-1214720","title":"A reliable and safe gastrotomy closure technique assessed in a porcine survival model pilot study: success of the Queen’s closure","year":2009,"lang":"en","type":"article","venue":"Endoscopy","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Closure (psychology); Medicine; CLIPS; Surgery; Queen (butterfly); Wound closure; General surgery","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":[0.000428503,0.0002000051,0.0004544519,0.0001061574,0.00007856292,0.00001185578,0.0001630346,0.00006003875,0.00003999299],"category_scores_gemma":[0.0001271538,0.0001314151,0.00005365185,0.0003802122,0.00006860416,0.00007279326,0.00005584351,0.00045729,0.000001952827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504339,"about_ca_system_score_gemma":0.0001971298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480789,"about_ca_topic_score_gemma":0.0001998207,"domain_scores_codex":[0.9986455,0.0000861327,0.0003843784,0.0002788493,0.0003275191,0.0002776247],"domain_scores_gemma":[0.9992138,0.00006708534,0.0001109963,0.0003771572,0.0001356451,0.00009538983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078459,0.001537515,0.9281018,0.00008405965,0.00001579957,0.00006203896,0.0002028043,0.00009317971,0.06788404,0.0005031603,0.0004085802,0.00002850616],"study_design_scores_gemma":[0.003741614,0.007295758,0.9534783,0.0007059691,0.00009185734,0.00004853199,0.0002213628,0.0007475102,0.03226011,0.001066798,0.000156913,0.0001852388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927291,0.00005688062,0.0002315912,0.001996364,0.00005966664,0.001636878,0.0000154019,0.00004286714,0.003231242],"genre_scores_gemma":[0.9934914,0.00001616981,0.005105816,0.0002341557,0.00007108363,0.0001190816,0.000005474784,0.00001816731,0.0009386115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03562392,"threshold_uncertainty_score":0.535895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387771996136667,"score_gpt":0.3060002365714221,"score_spread":0.2821225166100554,"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."}}