{"id":"W3009271960","doi":"10.1177/1352458520910500","title":"Adherence to laboratory monitoring among people taking oral drugs for multiple sclerosis: A Canadian population-based study","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia Hospital","funders":"Multiple Sclerosis Society of Canada","keywords":"Teriflunomide; Fingolimod; Medicine; Urinalysis; Population; Odds ratio; Logistic regression; Internal medicine; Confidence interval; Medical prescription; Multiple sclerosis; Urine; Pharmacology; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00144606,0.0006825055,0.00120015,0.0007350589,0.001795744,0.0005628798,0.0006844269,0.0002143788,0.0001779018],"category_scores_gemma":[0.009088976,0.0006559109,0.0004471546,0.001631724,0.00007950859,0.0005523063,0.0001971809,0.001085817,0.00007115072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290725,"about_ca_system_score_gemma":0.0009763872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06362961,"about_ca_topic_score_gemma":0.1215982,"domain_scores_codex":[0.9940533,0.0003638318,0.00124846,0.001046103,0.001581252,0.00170702],"domain_scores_gemma":[0.9932631,0.0008194595,0.0005302218,0.0006078901,0.001488323,0.003290966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007165549,0.0003722492,0.959343,0.0001291255,0.0002760949,0.00001675576,0.007767512,0.002203955,0.01500778,3.934353e-7,0.001244808,0.01292183],"study_design_scores_gemma":[0.009982382,0.0016231,0.9609477,0.001021983,0.0001673259,0.000001846675,0.009149707,0.01359849,0.002638103,0.00000105928,0.0002518109,0.0006165092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912357,0.0002301189,0.001019145,0.00233991,0.0007378657,0.003904357,0.0002986858,0.0002106643,0.00002351774],"genre_scores_gemma":[0.9868932,0.00004908583,0.009580025,0.000945607,0.001459249,0.0008351593,0.00003938207,0.0001765468,0.0000217366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05796863,"threshold_uncertainty_score":0.9995892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694529901950892,"score_gpt":0.3342351897441095,"score_spread":0.1647821995490204,"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."}}