{"id":"W3034140161","doi":"10.1016/j.gie.2020.03.1785","title":"Sa2010 OPTICAL DIAGNOSIS OF SMALL COLORECTAL POLYPS USING OPTIVISTA AND ISCAN IMAGE ENHANCED ENDOSCOPY: A RANDOMIZED CONTROLLED TRIAL","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Internal medicine; Randomized controlled trial; Colorectal Polyp; Gastroenterology; Narrow-band imaging; Endoscopy; Colorectal cancer; Colonoscopy; 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":[0.002268675,0.002238002,0.005095704,0.0005803962,0.0006560014,0.002267899,0.001119045,0.003159246,0.0097053],"category_scores_gemma":[0.002725589,0.001374918,0.004830868,0.0007934289,0.002194547,0.001617213,0.0006987785,0.003825312,0.001312698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231405,"about_ca_system_score_gemma":0.001906656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468556,"about_ca_topic_score_gemma":0.003104708,"domain_scores_codex":[0.9983138,0.000797102,0.0001401052,0.000354518,0.0001628463,0.0002317353],"domain_scores_gemma":[0.9984634,0.0005288862,0.000407819,0.0001208134,0.000146615,0.0003325612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9927645,0.001304555,0.0003036071,0.0006242988,0.00152663,0.0000132477,0.00001565044,0.00006236007,0.000485893,0.00005376564,0.0002596191,0.002585873],"study_design_scores_gemma":[0.969053,0.02663069,0.00155041,0.00006901738,0.001805652,0.00001548314,0.00002963391,0.0002283606,0.0001488943,0.00008671593,0.000360096,0.00002202695],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702434,0.01548317,0.001176011,0.001232096,0.002215869,0.004219573,0.001424642,0.0001715359,0.00383378],"genre_scores_gemma":[0.9784251,0.005437211,0.002253294,0.001591107,0.00153736,0.004376058,0.001324341,0.00004192667,0.005013584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0097053,"threshold_uncertainty_score":0.03246748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086623294048832,"score_gpt":0.2777207444104606,"score_spread":0.2568545114699722,"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."}}