{"id":"W4383383311","doi":"10.1016/s0016-5085(23)02053-x","title":"Sa1839 MAGIC IN IMAGINE COHORT: THE USE OF PRESCRIPTION DRUGS, COMPLEMENTARY AND ALTERNATIVE THERAPIES, SMOKING, MARIJUANA, AND ALCOHOL PER CROHN'S DISEASE PHENOTYPES IN A LARGE CANADIAN COHORT","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort; Medicine; Medical prescription; Disease; MAGIC (telescope); Crohn's disease; Cohort study; Family medicine; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254583,0.0001839915,0.0003026631,0.0004849781,0.00009547585,0.00001582659,0.0001991928,0.00008059921,0.0004091172],"category_scores_gemma":[0.00009884754,0.0001530951,0.00002872759,0.0001708332,0.0004825727,0.000115903,0.0001622785,0.0006850511,0.000007669475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437755,"about_ca_system_score_gemma":0.0001107656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05759397,"about_ca_topic_score_gemma":0.2173219,"domain_scores_codex":[0.997433,0.0009251795,0.0003233852,0.0003568577,0.0001880104,0.0007735576],"domain_scores_gemma":[0.9990006,0.0003757958,0.00008447559,0.0001729454,0.00005186446,0.000314324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001900194,0.000106077,0.9906279,0.00004264646,0.0001921272,0.0005971544,0.001111998,0.0001262403,0.0004780417,0.0001067526,0.003651491,0.001059399],"study_design_scores_gemma":[0.003002733,0.0001336288,0.9767628,0.00002564618,0.00008481885,0.00001821086,0.0002504343,0.009127167,0.00001681467,0.0001604096,0.01034349,0.00007379626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913428,0.0004196908,0.00001146207,0.006150794,0.0002150884,0.0009345643,0.0008655993,0.00001460618,0.00004543743],"genre_scores_gemma":[0.9936284,0.001080644,0.00002635716,0.004676379,0.00004816322,0.0001013863,0.0003175812,0.00001680752,0.0001042835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597279,"threshold_uncertainty_score":0.9486816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09472498241201657,"score_gpt":0.3891447707871883,"score_spread":0.2944197883751717,"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."}}