{"id":"W4391873609","doi":"10.1093/jcag/gwad061.093","title":"A93 AN ANALYSIS OF POST-ENDOSCOPY EXPERIENCES WITHIN AN EARLY ADULT IBD PATIENT POPULATION AT A NATIONAL IBD CENTRE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"University of Toronto","keywords":"Endoscopy; Medicine; Population; General surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009594067,0.0001516256,0.0002810875,0.001085191,0.0007497761,0.0007984407,0.0003492876,0.0003184986,0.001891862],"category_scores_gemma":[0.002920094,0.0002288263,0.0003702971,0.001253939,0.0004211481,0.000773749,0.0009605373,0.0004781584,0.000252493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634112,"about_ca_system_score_gemma":0.0009512043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008541124,"about_ca_topic_score_gemma":0.0125833,"domain_scores_codex":[0.9990935,0.000258522,0.0001590723,0.0001070177,0.0001693613,0.0002124025],"domain_scores_gemma":[0.9965861,0.0005517179,0.001725656,0.00008613766,0.0003640788,0.0006862718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004596044,0.00006038114,0.9965495,0.00002896329,0.00001061995,0.0002070696,0.001641784,0.00001077267,0.0001093157,0.000009891001,0.0001131515,0.001212701],"study_design_scores_gemma":[0.00000287008,0.0002273722,0.991827,0.00002516595,0.000005818781,0.0002628732,0.00733974,0.00003360711,0.00004360441,0.000004700325,0.0002227995,0.000004443817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994903,0.00007965833,0.00001827472,0.00003060793,0.000001826187,0.00001448771,0.0001475717,6.667793e-7,0.000216665],"genre_scores_gemma":[0.9995558,0.00008688921,0.00004852055,0.0000381095,0.000004571193,0.00002253851,0.0001605892,6.395874e-7,0.00008231032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008541124,"threshold_uncertainty_score":0.01698285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001015202884871,"score_gpt":0.2536755619384736,"score_spread":0.2436654099096248,"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."}}