{"id":"W7093079297","doi":"10.1016/j.jmig.2025.09.274","title":"13895 Preventing Surgical Adhesions: Mechanism of Action of IPCOAT® Liquid Adhesion Barrier Device","year":2025,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Richmond Hospital","funders":"","keywords":"Mechanism (biology); Mechanism of action; Action (physics); Adhesion","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":[0.0007526819,0.000198337,0.0009163065,0.0005034216,0.0000923041,0.000004486743,0.0002206749,0.000296631,0.000676649],"category_scores_gemma":[0.00547682,0.0001571789,0.0004458082,0.0003500188,0.0001526053,0.0001257589,0.0001242664,0.0005271074,0.00001033804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134916,"about_ca_system_score_gemma":0.001282436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000281846,"about_ca_topic_score_gemma":0.00005276284,"domain_scores_codex":[0.9974703,0.0002843228,0.001418452,0.0002005379,0.0003459949,0.0002803507],"domain_scores_gemma":[0.9940993,0.002915076,0.001166426,0.0001965351,0.001455721,0.0001669912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00358043,0.0007304222,0.005365559,0.0007155026,0.0002960744,0.0005134088,0.0003651904,0.000007881037,0.9838344,0.002030141,0.0007647636,0.001796209],"study_design_scores_gemma":[0.002664435,0.01137685,0.01582607,0.002109389,0.0006931592,0.001528025,0.001514771,0.00003921676,0.9595826,0.0008897826,0.003620085,0.0001556079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952516,0.0005501416,0.00009096092,0.001165817,0.0006246336,0.000263351,0.000009368689,0.000009600793,0.002034504],"genre_scores_gemma":[0.9943672,0.0005415978,0.003718033,0.0003497794,0.0001712946,0.000007977487,0.000004202463,0.00001557883,0.0008242765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425181,"threshold_uncertainty_score":0.7408832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367230402812384,"score_gpt":0.3248142571734224,"score_spread":0.2911419531452986,"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."}}