{"id":"W4405314397","doi":"10.1007/s00464-024-11455-w","title":"Colonic obstruction from complicated diverticulitis: the role of endoscopic stenting","year":2024,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Diverticulitis; Medicine; Endoscopic stenting; General surgery; Stent; 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":[0.00005830592,0.0001119864,0.0002093303,0.00004556491,0.0000961009,0.00004215187,0.0001250241,0.00005072166,0.0006045874],"category_scores_gemma":[0.00003094101,0.00007502538,0.0001722518,0.0003015756,0.000127051,0.00006080858,0.0000717859,0.0001619133,0.0002080784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003847468,"about_ca_system_score_gemma":0.00007362664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341927,"about_ca_topic_score_gemma":0.000002842437,"domain_scores_codex":[0.9989743,0.0000547923,0.0002606703,0.0002614475,0.0002574838,0.0001913008],"domain_scores_gemma":[0.999243,0.0002081677,0.00003868943,0.0003288058,0.0000718822,0.00010945],"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":[0.001929365,0.002478234,0.2835204,0.0009560704,0.004816607,0.001023338,0.002591562,0.0001305174,0.3062347,0.2697727,0.003408166,0.1231383],"study_design_scores_gemma":[0.01054563,0.0004974823,0.45068,0.001763372,0.002780682,0.0002190152,0.00173299,0.02233207,0.1520735,0.02525804,0.3315584,0.0005587937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829032,0.009986728,0.00007087374,0.0008737438,0.0001915566,0.0003303989,0.00006858407,0.0001615244,0.005413337],"genre_scores_gemma":[0.9992097,0.000127286,0.0001426776,0.00008359626,0.0001166656,0.0000635477,0.0001140102,0.00001422675,0.0001282845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3281502,"threshold_uncertainty_score":0.6619809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188691736080108,"score_gpt":0.2653480551152841,"score_spread":0.253461137754483,"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."}}