{"id":"W2600910988","doi":"10.2165/00002018-200831100-00128","title":"Case Series in Drug Safety Surveillance: Are they Useful as a Risk Management Tool?","year":2008,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Drug; Series (stratigraphy); Intensive care medicine; Pharmacology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001435991,0.0004750824,0.0005607852,0.0002394394,0.001114108,0.00002158836,0.0003805652,0.0002117179,0.001365821],"category_scores_gemma":[0.0001060991,0.0004670403,0.0002330339,0.000511049,0.0002723209,0.0004887842,0.0002156055,0.001469212,0.0009562846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233451,"about_ca_system_score_gemma":0.0001197058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006193472,"about_ca_topic_score_gemma":0.00204501,"domain_scores_codex":[0.9964251,0.001002745,0.0007489874,0.0006807713,0.0002844373,0.0008579929],"domain_scores_gemma":[0.9981278,0.000662682,0.0003313001,0.0005029193,0.00009282452,0.000282446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00669342,0.002179294,0.7910246,0.000346426,0.001316318,0.07680435,0.0183081,0.02497441,0.0004547936,0.004481278,0.05966321,0.01375385],"study_design_scores_gemma":[0.00477558,0.00002802888,0.05144295,0.0000531117,0.0001673018,0.006352807,0.004601346,0.0006281584,0.001124433,0.000631168,0.929303,0.0008921228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419711,0.0004686588,0.00002144511,0.001611566,0.001648523,0.0008786257,0.0009659527,0.0002908462,0.05214335],"genre_scores_gemma":[0.9709392,0.01584902,0.0001204794,0.00179814,0.0003113655,0.0001129332,0.00009466315,0.00005177223,0.01072238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8696398,"threshold_uncertainty_score":0.9998216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273912787287435,"score_gpt":0.3630446159147642,"score_spread":0.3103054880418898,"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."}}