{"id":"W4389851006","doi":"10.1002/9781119525127.ch8","title":"Therapeutic Colonoscopy","year":2023,"lang":"en","type":"other","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Colonoscopy; Medicine; 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":[0.0003342196,0.0005432284,0.000398774,0.001207451,0.0006474322,0.001109717,0.0003050373,0.0008703661,0.08598085],"category_scores_gemma":[0.001683738,0.0001323564,0.0005288243,0.0006058614,0.0004042939,0.0006288718,0.000959421,0.001075754,0.04394438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030216,"about_ca_system_score_gemma":0.0008089824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007834657,"about_ca_topic_score_gemma":0.001278035,"domain_scores_codex":[0.9997333,0.0000477685,0.00001898122,0.00003929993,0.0001191427,0.00004151897],"domain_scores_gemma":[0.9992968,0.000102298,0.00008480281,0.00009586487,0.0001451919,0.0002749726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002083448,0.0001256815,0.003489514,0.0008500027,0.00003650735,0.003128023,0.00007113918,0.0001440399,0.00322147,0.005850399,0.2630232,0.7198517],"study_design_scores_gemma":[0.00003444599,0.0001749008,0.005580693,0.0004869967,0.00002101178,0.02165249,0.00005286982,0.000101713,0.001111638,0.002113402,0.9686543,0.0000156147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009804397,0.06997812,0.0139961,0.009178659,0.003979066,0.000244549,0.001834516,0.002300079,0.8886846],"genre_scores_gemma":[0.2080534,0.1297449,0.03408354,0.01872261,0.008418242,0.0004130967,0.005749536,0.001034685,0.59378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08598085,"threshold_uncertainty_score":0.2876346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788698254473792,"score_gpt":0.3113413377552919,"score_spread":0.283454355210554,"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."}}