{"id":"W2068181643","doi":"10.1310/hct0805-311","title":"An Estimate of the Proportion of Symptoms Reported in Self-Administered Questionnaires That Are Captured as Adverse Drug Events in an Observational Database","year":2007,"lang":"en","type":"article","venue":"HIV Clinical Trials","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"Ontario HIV Treatment Network","keywords":"Medicine; Interquartile range; Diarrhea; Nausea; Adverse effect; Cohort; Observational study; Cohort study; Pediatrics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01627257,0.000201524,0.0007540865,0.0001621279,0.00008136867,0.000003746683,0.0003355277,0.0003140167,0.0001604696],"category_scores_gemma":[0.003183277,0.0001577147,0.0002392429,0.0003946475,0.0001884971,0.0004593691,0.00005685352,0.0007320369,0.00001052361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007734051,"about_ca_system_score_gemma":0.0003877093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007709548,"about_ca_topic_score_gemma":0.0005243372,"domain_scores_codex":[0.993148,0.003086301,0.002685819,0.0004178709,0.0003638814,0.0002981359],"domain_scores_gemma":[0.9949756,0.00200281,0.002154509,0.0004640714,0.0001854251,0.0002176241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002131276,0.002955098,0.9809415,0.00006146894,0.0001087057,0.00006183694,0.0003159336,0.001000161,0.01113434,0.0002357663,0.0002180768,0.0008358377],"study_design_scores_gemma":[0.005793002,0.00009993828,0.9641582,0.0001831974,0.0002465129,0.00001121782,0.0003135295,0.001911422,0.02503045,0.0005148603,0.001557383,0.0001802499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960445,0.00005216238,0.00003548283,0.0005709936,0.001811884,0.001097547,0.0002416101,0.00004332277,0.000102481],"genre_scores_gemma":[0.9984947,0.00009564741,0.0001906068,0.0005196632,0.0003155886,0.00004430383,0.0002538992,0.00001641236,0.00006918939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678326,"threshold_uncertainty_score":0.6431417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5661113770237269,"score_gpt":0.6173921826787941,"score_spread":0.05128080565506721,"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."}}