{"id":"W3115567458","doi":"10.1016/j.ejso.2020.11.043","title":"Colonoscopy and flexible sigmoidoscopy for follow-up of patients with left sided diverticulitis","year":2020,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Sigmoidoscopy; Colonoscopy; Diverticulitis; Medicine; Diverticular disease; General surgery; Diverticulosis; Internal medicine; Surgery; Colorectal cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004613969,0.0003651299,0.0008201411,0.001438405,0.00070641,0.0005711279,0.0003627081,0.001147552,0.001214908],"category_scores_gemma":[0.004131723,0.0002644876,0.0007537003,0.000804156,0.0002317257,0.0007249342,0.0003722218,0.0009376397,0.0002269789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340693,"about_ca_system_score_gemma":0.0005333829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00391936,"about_ca_topic_score_gemma":0.007064698,"domain_scores_codex":[0.9996731,0.00008091276,0.00005465806,0.00003898632,0.00006412995,0.00008821258],"domain_scores_gemma":[0.9988172,0.0004642931,0.0002276904,0.00004138744,0.0001075642,0.0003419766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253519,0.0001257628,0.9866511,0.00004753668,0.00005984374,0.005081268,0.000123626,0.00006865124,0.0006748305,0.00001053526,0.0002407431,0.005662564],"study_design_scores_gemma":[0.00003540449,0.0006723428,0.990513,0.0000495181,0.0001303702,0.007283378,0.0003359352,0.000325013,0.000243365,0.00002563689,0.0003733688,0.00001269899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948724,0.003399229,0.00007502066,0.0002869469,0.00003854227,0.00001468456,0.0002036241,0.000007721131,0.001101935],"genre_scores_gemma":[0.9987213,0.0006261536,0.0001639802,0.0001027895,0.00004337004,0.000007247279,0.0002078158,0.000001971854,0.0001254075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00391936,"threshold_uncertainty_score":0.007793128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643712168390501,"score_gpt":0.2761555986318203,"score_spread":0.2497184769479153,"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."}}