{"id":"W2100818064","doi":"10.1002/pds.3667","title":"Association between beta-interferon exposure and hospital events in multiple sclerosis","year":2014,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; University of British Columbia Hospital; University of Saskatchewan","funders":"Canadian Institutes of Health Research; University of British Columbia; Ministry of Health, British Columbia; National Multiple Sclerosis Society","keywords":"Medicine; Interferon beta; Multiple sclerosis; Pharmacoepidemiology; BETA (programming language); Internal medicine; Pharmacology; Oncology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003829172,0.0002060628,0.000550225,0.001335952,0.0002162818,0.0005180356,0.0003527524,0.0003539439,0.0005410851],"category_scores_gemma":[0.01430671,0.0001789995,0.001097965,0.001851006,0.0002261437,0.0003126009,0.0004191861,0.0003588409,0.00005451821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366475,"about_ca_system_score_gemma":0.0007735692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003876919,"about_ca_topic_score_gemma":0.006359022,"domain_scores_codex":[0.9946201,0.002657617,0.001241292,0.0005552877,0.0007921015,0.0001335071],"domain_scores_gemma":[0.9771888,0.006308543,0.01371743,0.0009120851,0.001359147,0.0005141022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199443,0.00001723649,0.9951233,0.0003178147,0.001043844,0.00004097796,0.00004235978,0.00004864452,0.00007821813,0.00001759035,0.0000668094,0.002983238],"study_design_scores_gemma":[0.00002544684,0.0001682782,0.9980828,0.0002187226,0.0005382034,0.0002351924,0.00006737166,0.0002153041,0.0001396382,0.00004313333,0.0002604246,0.000005554644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979837,0.01793749,0.0004391135,0.000195011,0.00002920947,0.00004926055,0.001044131,0.000007529155,0.0004612435],"genre_scores_gemma":[0.9964233,0.002571086,0.0002649044,0.0000545048,0.00002645768,0.00003112453,0.000544817,0.000001710482,0.00008190602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003876919,"threshold_uncertainty_score":0.0202508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06393464432279915,"score_gpt":0.3346752900003238,"score_spread":0.2707406456775246,"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."}}