{"id":"W7002037547","doi":"","title":"Measuring the Influence of Side Effect Expectations, Beliefs, and Incident Side Effects on the Risk for Drug Discontinuation Among Individuals Starting New Medications, a Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Logistic regression; Confidence interval; Odds ratio; Harm; Public health; Odds; Descriptive statistics","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":[0.001998275,0.0003473521,0.0003352552,0.00056047,0.000634924,0.0007576495,0.0006363934,0.0006534346,0.001074375],"category_scores_gemma":[0.005151025,0.0005703328,0.0005657918,0.0009170163,0.0002807672,0.0003861411,0.0004358435,0.0009223612,0.0002292187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125608,"about_ca_system_score_gemma":0.001533792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1226434,"about_ca_topic_score_gemma":0.1912424,"domain_scores_codex":[0.9988656,0.0004033144,0.0001129926,0.0001483951,0.0003420952,0.0001276377],"domain_scores_gemma":[0.9953513,0.001148566,0.001595161,0.0003799034,0.0008140862,0.0007108649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005140077,0.00008153484,0.998962,0.000005120172,0.00005425214,0.000006865296,0.0000569948,0.000018527,0.00004465121,0.000003910258,0.00005208628,0.0006626071],"study_design_scores_gemma":[0.000009907923,0.0001385948,0.9994043,0.000006694965,0.00002945012,0.00002758337,0.0001333493,0.0001109645,0.00003426679,0.00000503372,0.00009637931,0.000003440683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984375,0.0001783866,0.000106157,0.00005461044,0.000006356724,0.00006133135,0.0007319748,0.000002276281,0.0004214534],"genre_scores_gemma":[0.9980075,0.0001943764,0.0003319221,0.0001249372,0.000007878953,0.00006368246,0.0008580623,0.000001528508,0.0004101972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226434,"threshold_uncertainty_score":0.243859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09893298903177213,"score_gpt":0.4401462396588918,"score_spread":0.3412132506271197,"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."}}