{"id":"W1970293099","doi":"10.1053/j.gastro.2004.07.026","title":"Ulcerative colitis with low-grade dysplasia","year":2004,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ulcerative colitis; Medicine; Dysplasia; Gastroenterology; Internal medicine; Colitis; Dermatology; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001047162,0.0005911858,0.0009200944,0.0001048259,0.00007719112,0.0000268461,0.00040104,0.000441023,0.00006195701],"category_scores_gemma":[0.000016145,0.0004893435,0.0003541684,0.00005902763,0.0002929695,0.000003423005,0.0001678623,0.0003156447,0.0001146596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009514398,"about_ca_system_score_gemma":0.0004722097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007962886,"about_ca_topic_score_gemma":0.0004157274,"domain_scores_codex":[0.9976059,0.0003660329,0.0004349948,0.0007841292,0.0001401171,0.000668808],"domain_scores_gemma":[0.9987216,0.000008185545,0.000313835,0.0006609682,0.00007488605,0.0002205427],"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":[0.03987145,0.006186018,0.0166622,0.2395299,0.03154893,0.04814062,0.0009237347,0.0007547998,0.0002846798,0.005153062,0.04923712,0.5617075],"study_design_scores_gemma":[0.002234256,0.001642942,0.002540396,0.003832992,0.000826425,0.001584358,0.00001319426,7.638142e-7,0.00001087524,0.00002024722,0.986744,0.0005494871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01162928,0.9835703,0.000805315,0.00004766797,0.0005695889,0.002117065,0.0005445643,0.0000761402,0.0006400606],"genre_scores_gemma":[0.001035908,0.9953623,0.0003933617,0.0003147525,0.0004456958,0.0004375347,0.00146533,0.0001341084,0.0004110368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.937507,"threshold_uncertainty_score":0.9997558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008854037648166774,"score_gpt":0.2582496008009467,"score_spread":0.2493955631527799,"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."}}