{"id":"W4213173153","doi":"10.1093/jcag/gwab049.107","title":"A108 A RETROSPECTIVE REVIEW OF COMPLEX POLYP MANAGEMENT IN THE CHAMPLAIN REGION, ONTARIO","year":2022,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Polypectomy; Referral; Retrospective cohort study; Colonoscopy; General surgery; Surgery; Internal medicine; Cancer; Colorectal cancer; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005800126,0.0002573716,0.0003323301,0.003115676,0.001867465,0.001010487,0.0007103761,0.0002869693,0.002878967],"category_scores_gemma":[0.003580883,0.0004215389,0.0002732661,0.006786614,0.0008808815,0.0003018691,0.0008311333,0.0001814444,0.0002666108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01861178,"about_ca_system_score_gemma":0.0258632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8737175,"about_ca_topic_score_gemma":0.9308367,"domain_scores_codex":[0.998464,0.0001244717,0.0002748685,0.0002643637,0.000586082,0.000286255],"domain_scores_gemma":[0.9934412,0.0006805217,0.003279073,0.0001886526,0.001775938,0.0006345992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005663812,0.00001694142,0.9816346,0.0005999692,0.00004152769,0.003518053,0.002438203,0.00006438452,0.0006214062,0.00009613323,0.002737452,0.008174749],"study_design_scores_gemma":[0.000005111435,0.00002614419,0.9917054,0.000216427,0.00002312173,0.001788533,0.002141015,0.0000537484,0.00007990354,0.000009941762,0.003942316,0.000008312628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.975729,0.007260482,0.0001682994,0.0005209975,0.00002687277,0.000354799,0.006749259,0.00002692999,0.009163349],"genre_scores_gemma":[0.9926223,0.003990909,0.0002978021,0.0002568973,0.00002271002,0.0001184183,0.001579683,0.00001145265,0.001099729],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1262825,"threshold_uncertainty_score":0.2540524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493435132476493,"score_gpt":0.2957788903076791,"score_spread":0.2508445389829142,"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."}}