{"id":"W4383379523","doi":"10.1016/s0016-5085(23)02052-8","title":"Sa1838 MAGIC IN IMAGINE: SURGERIES AND COMORBIDITIES ASSOCIATE WITH SPECIFIC CROHN'S DISEASE BEHAVIOUR IN A LARGE CANADIAN COHORT","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crohn's disease; Cohort; Medicine; MAGIC (telescope); Disease; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008115082,0.0008463669,0.0005775559,0.00162537,0.004643752,0.00204393,0.00229985,0.00129456,0.005485509],"category_scores_gemma":[0.00323877,0.0008252949,0.001378446,0.004199242,0.0009742113,0.0008393911,0.001430644,0.00193878,0.0008152137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01479855,"about_ca_system_score_gemma":0.02280148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859335,"about_ca_topic_score_gemma":0.9905873,"domain_scores_codex":[0.9986861,0.00008107204,0.00006449231,0.0002581208,0.0003180007,0.0005921814],"domain_scores_gemma":[0.9973122,0.0001182538,0.0005139209,0.0001751693,0.001087096,0.0007933476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009549905,0.0000370535,0.9944747,0.00002073498,0.00008337634,0.00010971,0.0007075708,0.00003936456,0.0001398757,0.0001119245,0.002749573,0.001430498],"study_design_scores_gemma":[0.0000135529,0.00003259964,0.9952753,0.00004757164,0.00006612545,0.0001792444,0.002271155,0.0001553993,0.00003351925,0.00005465247,0.001842322,0.00002861844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864728,0.0007248293,0.000150356,0.001004861,0.00005933878,0.00003925556,0.007629728,0.00002129996,0.00389738],"genre_scores_gemma":[0.9930293,0.000455666,0.0002778344,0.0005326585,0.00003419357,0.00002936396,0.002809118,0.00002756212,0.002804209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479855,"threshold_uncertainty_score":0.1073715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070922813689893,"score_gpt":0.2517428588343063,"score_spread":0.2410336306974074,"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."}}