{"id":"W2332365614","doi":"10.2146/ajhp120665","title":"Safety profile of antiviral medications: A pharmacovigilance study using the Italian spontaneous-reporting database","year":2013,"lang":"en","type":"article","venue":"American Journal of Health-System Pharmacy","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Pharmacovigilance; Database; Medicine; Pharmacology; Drug; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005231488,0.0003991011,0.001246934,0.0003264194,0.0007841781,0.00003752889,0.0008449833,0.00004591448,0.0005146046],"category_scores_gemma":[0.0002189553,0.0002950082,0.0003106072,0.0009843216,0.0005403042,0.000772127,0.0001286852,0.001476174,0.00006169483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004394345,"about_ca_system_score_gemma":0.001278651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407176,"about_ca_topic_score_gemma":0.00001242273,"domain_scores_codex":[0.9915808,0.002526972,0.004011925,0.0003784712,0.0007147591,0.000787077],"domain_scores_gemma":[0.9877273,0.0007919982,0.009901499,0.0004307306,0.0006597003,0.000488778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002596248,0.005398385,0.3077237,0.001298964,0.004804112,0.002327832,0.01311076,0.003127021,0.2963477,0.0001802526,0.01678221,0.3463028],"study_design_scores_gemma":[0.03686109,0.00424798,0.0216139,0.002722786,0.006213497,0.03960586,0.2771704,0.08589915,0.0841179,0.00004937769,0.4381388,0.003359325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866557,0.0015316,0.0006041573,0.006392065,0.001920834,0.002021,0.0002042055,0.00007304289,0.0005974634],"genre_scores_gemma":[0.9960016,0.000703682,0.000593955,0.001857677,0.0006358566,0.0000798877,0.00001558561,0.00005045604,0.0000613188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213566,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250818198145319,"score_gpt":0.4800280596124958,"score_spread":0.3549462397979639,"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."}}