{"id":"W4316077490","doi":"10.14309/01.ajg.0000860432.34568.36","title":"S948 Relationship Between Hospitalization, Surgery and Achievement of Clinical Remission or Clinical Response in Moderate to Severe Crohn’s Disease Patients: Results From the UNITI/IM-UNITI Trials","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Medicine; Crohn's disease; Disease; Internal medicine; Clinical trial; Randomized controlled trial; Maintenance therapy; Gastroenterology; Surgery; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02759823,0.000944724,0.003099492,0.0005874609,0.0004356584,0.001870194,0.0008519341,0.001538732,0.00568249],"category_scores_gemma":[0.03801871,0.0004363544,0.009505675,0.001392534,0.0007201044,0.001110029,0.0008481935,0.002352894,0.0005270671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004531423,"about_ca_system_score_gemma":0.0007185798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006402645,"about_ca_topic_score_gemma":0.001305724,"domain_scores_codex":[0.9749737,0.01904166,0.002412412,0.001435229,0.001610429,0.0005266492],"domain_scores_gemma":[0.9384677,0.04714887,0.008515489,0.003149967,0.001726579,0.0009913729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6342059,0.00135218,0.1346596,0.01404725,0.1437948,0.0003566452,0.0003742508,0.003428885,0.001641943,0.00084485,0.009676526,0.05561716],"study_design_scores_gemma":[0.2067079,0.09820703,0.4434071,0.003918273,0.2058015,0.001482534,0.0004748905,0.006999665,0.002240773,0.00411849,0.02634696,0.0002949529],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957036,0.07901544,0.002335361,0.002005372,0.0006545277,0.001556695,0.01102502,0.00008154025,0.007622473],"genre_scores_gemma":[0.9853601,0.004730474,0.001254639,0.0009947778,0.0004251055,0.0008933592,0.005078808,0.00003526104,0.001227531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759823,"threshold_uncertainty_score":0.1459551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07235649140911819,"score_gpt":0.3576225537079599,"score_spread":0.2852660622988417,"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."}}