{"id":"W4207023489","doi":"10.1093/ecco-jcc/jjab232.053","title":"DOP14 Validation of a new OPtical diagnosis Training platform to Improve dysplasia Characterisation in Inflammatory Bowel Disease (OPTIC-IBD): A multicentre randomised controlled study","year":2022,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysplasia; Inflammatory bowel disease; Colonoscopy; Chromoendoscopy; Confidence interval; Colorectal cancer; Radiology; Disease; Physical therapy; Internal medicine; Cancer","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":[0.005425881,0.001572062,0.002680979,0.0003917786,0.0006555067,0.001293014,0.001131253,0.002738821,0.01046371],"category_scores_gemma":[0.006345169,0.0006126352,0.002297961,0.00041714,0.001216534,0.001186098,0.0008176511,0.002169251,0.001302264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074082,"about_ca_system_score_gemma":0.001602322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255234,"about_ca_topic_score_gemma":0.001768247,"domain_scores_codex":[0.9969915,0.001791475,0.00023188,0.0004376222,0.0002836007,0.0002639277],"domain_scores_gemma":[0.9970219,0.0008886756,0.000680438,0.0003050869,0.000498049,0.0006059232],"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":[0.9163085,0.04322908,0.001139073,0.003606058,0.002324475,0.0000556897,0.000153311,0.0003826302,0.002831523,0.0001494054,0.001405045,0.02841526],"study_design_scores_gemma":[0.6360282,0.3524889,0.005607739,0.0003230199,0.001813929,0.00003145416,0.0001189454,0.0005727926,0.0006694053,0.0002086025,0.002088972,0.00004799856],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94101,0.006723472,0.002574217,0.0008060355,0.001495276,0.04256639,0.001743265,0.0001617399,0.002919627],"genre_scores_gemma":[0.9269004,0.002965208,0.006631576,0.001252327,0.0007519762,0.05593969,0.001192603,0.00004202209,0.004324088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046371,"threshold_uncertainty_score":0.03500462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703067914454345,"score_gpt":0.26846411091406,"score_spread":0.2514334317695166,"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."}}