{"id":"W2913899589","doi":"10.1053/j.gastro.2019.02.001","title":"Efficacy of Per-oral Methylene Blue Formulation for Screening Colonoscopy","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"MMX; Medicine; Colonoscopy; Gastroenterology; Placebo; Internal medicine; Adenoma; Chromoendoscopy; Clinical endpoint; Adverse effect; Methylene blue; Colorectal cancer; Odds ratio; Randomized controlled trial; Cancer; Pathology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001838219,0.00009495173,0.0003074279,0.0001209247,0.00002824447,0.000003444064,0.00004716684,0.00007879163,0.00007733832],"category_scores_gemma":[0.00005338205,0.00009033261,0.0001297134,0.00006138971,0.00002118997,0.00004720029,0.00002594326,0.0000995835,0.000008263423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003663521,"about_ca_system_score_gemma":0.00001876334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004424323,"about_ca_topic_score_gemma":0.00004354546,"domain_scores_codex":[0.9992043,0.00003616213,0.0002254446,0.00020322,0.00009821146,0.0002326091],"domain_scores_gemma":[0.9994888,0.00007820527,0.00011684,0.0001627617,0.00009690048,0.00005651623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3177602,0.0002774198,0.55308,0.0002354688,0.0003531066,0.000002435673,0.0005104357,0.001338058,0.1077235,0.0001522002,0.0004967001,0.01807046],"study_design_scores_gemma":[0.02271644,0.09092698,0.8177657,0.0001187268,0.0003235229,0.0001351395,0.0001666602,0.01922033,0.0441208,0.00005847853,0.004295231,0.0001520384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244975,0.00003438093,0.07424278,0.0002880892,0.0002482268,0.0005649645,0.000009314749,0.00004134037,0.00007337827],"genre_scores_gemma":[0.9801068,0.000002410998,0.01934142,0.0002331422,0.0000904828,0.00003410264,0.00004834442,0.00001482759,0.0001284078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2950438,"threshold_uncertainty_score":0.3683657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158099430518504,"score_gpt":0.3009749260943998,"score_spread":0.2793939317892147,"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."}}