{"id":"W2055477009","doi":"10.1016/j.gie.2011.03.635","title":"Su1582 A Long-Term, Randomized, Comparative, Survival, Porcine Model Study Evaluating Effectiveness of Adhesiolysis (Adhesion Reformation): Transgastric NOTES® vs. Laparoscopy","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Laparotomy; Surgery; Laparoscopy; Perforation; Adhesion; Dissection (medical)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003710242,0.0006975455,0.002461358,0.0005094426,0.0002760007,0.00002738331,0.0003658141,0.0000893405,0.000310924],"category_scores_gemma":[0.001985404,0.0005304179,0.0005864053,0.0008426789,0.0004369546,0.0003169189,0.0001197103,0.0006259999,0.00007607329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584716,"about_ca_system_score_gemma":0.0003561902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241355,"about_ca_topic_score_gemma":0.00003861002,"domain_scores_codex":[0.9941837,0.001685285,0.001592808,0.0007488703,0.001051673,0.0007376289],"domain_scores_gemma":[0.994538,0.002612175,0.0006836635,0.0006858319,0.001072376,0.0004079665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2816947,0.003428061,0.3425814,0.001106466,0.0002412386,0.000138476,0.002099883,0.0008553818,0.3674798,0.0001522033,0.00001212585,0.00021015],"study_design_scores_gemma":[0.1842704,0.0343172,0.5497512,0.008879644,0.003520794,0.003321393,0.001229251,0.0600755,0.1530485,0.0004804935,3.89819e-7,0.001105261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639471,0.00008675554,0.03080261,0.00004006296,0.0001174123,0.003107743,0.00004410275,0.0001726837,0.001681508],"genre_scores_gemma":[0.9103355,0.00001440213,0.08897255,0.00003692091,0.00007857805,0.0003069443,0.0001065028,0.00005883069,0.0000897402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2144313,"threshold_uncertainty_score":0.9997147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058741148846496,"score_gpt":0.3612976634797172,"score_spread":0.2554235485950677,"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."}}