{"id":"W2334473536","doi":"10.1097/mcg.0b013e3181fbdb8a","title":"Mind The Gaps","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Endomicroscopy; Medicine; Confocal; Crohn's disease; Gastroenterology; Inflammatory bowel disease; Pathology; Colonoscopy; Intestinal mucosa; Internal medicine; Disease; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00161531,0.00009212191,0.0002054399,0.00002590987,0.00003735184,0.00001180662,0.0004149673,0.0001624857,0.00009397933],"category_scores_gemma":[0.0008729812,0.00005744471,0.0003455864,0.00001678656,0.0003074909,0.000003355878,0.00009499268,0.0005813079,0.00002152337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000171093,"about_ca_system_score_gemma":0.0001052723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.85144e-7,"about_ca_topic_score_gemma":0.00007066018,"domain_scores_codex":[0.9984648,0.0002984297,0.0007976613,0.0001294843,0.000107297,0.0002022914],"domain_scores_gemma":[0.9987798,0.00006491254,0.0005023787,0.0003020907,0.0001796182,0.0001711406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002983073,0.0002681729,0.9567102,0.000004293566,0.000163454,0.0001582336,0.00001763706,0.00001658761,0.02157708,0.00004355514,0.01380524,0.004252519],"study_design_scores_gemma":[0.001701946,0.001135787,0.8715163,0.000004154848,0.00005353113,0.0004983396,0.00001967642,0.00001343254,0.0005047603,0.00006981505,0.1244343,0.00004799703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996359,0.00002703269,0.0003073766,0.001183026,0.00178218,0.00005083482,0.000003201186,0.000001145014,0.000286232],"genre_scores_gemma":[0.9950342,0.0000344309,0.0007241364,0.001828116,0.002191665,0.000001318493,0.000002161956,0.00001020877,0.0001737917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110629,"threshold_uncertainty_score":0.2525526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583646210367766,"score_gpt":0.3328872253481128,"score_spread":0.3170507632444352,"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."}}