{"id":"W4323351118","doi":"10.1093/jcag/gwac036.122","title":"A122 MINIMALLY INVASIVE ENDOSCOPIC RESECTION TECHNIQUES FOR ANORECTAL JUNCTION NEOPLASIA: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"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":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Endoscopic submucosal dissection; Perforation; Surgery; Colonoscopy; Confidence interval; Endoscopy; Dysplasia; Internal medicine; Colorectal cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01100645,0.002270682,0.01723769,0.008263638,0.0007039946,0.002831393,0.00231908,0.002133487,0.004519132],"category_scores_gemma":[0.02771764,0.001338809,0.02778675,0.009591294,0.0007800021,0.002054146,0.001482994,0.00150478,0.0003274725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377435,"about_ca_system_score_gemma":0.003441507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213137,"about_ca_topic_score_gemma":0.01779949,"domain_scores_codex":[0.9906133,0.003886983,0.003007459,0.001028324,0.001160184,0.0003036921],"domain_scores_gemma":[0.9714712,0.0204602,0.005284726,0.0004981481,0.001931961,0.0003538472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001858194,0.00003529269,0.005116767,0.5401289,0.4414014,0.0001421643,0.0001054579,0.0002924592,0.0001966637,0.00008956586,0.0005196338,0.01011345],"study_design_scores_gemma":[0.0007337528,0.0002775509,0.006688517,0.04393179,0.9461756,0.0001535346,0.00008219526,0.0001477728,0.0000860898,0.0001149445,0.001580628,0.00002764391],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006597884,0.9919383,0.0003152755,0.0001365257,0.00008704108,0.0002622039,0.0004518342,0.00001548164,0.0001955511],"genre_scores_gemma":[0.1610662,0.8338013,0.002001111,0.0006825393,0.0002093191,0.001288083,0.0006301636,0.00002167848,0.0002995891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01723769,"threshold_uncertainty_score":0.05820835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04808490681933015,"score_gpt":0.3176697061786443,"score_spread":0.2695847993593141,"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."}}