{"id":"W112499095","doi":"","title":"Objective psychological measurement and clinical assessment of anxiety in adverse drug reactions.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Psychogenic disease; Checklist; Psychiatry; Adverse effect; Drug; Clinical psychology; Internal medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002289722,0.0001615811,0.0002975528,0.0001265786,0.00009639803,0.000004997708,0.0001301914,0.0001927322,0.00006405457],"category_scores_gemma":[0.0001581223,0.0001497796,0.0001252101,0.0002646255,0.0002580823,0.0001746032,0.00005301417,0.0009724732,0.000009639608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926024,"about_ca_system_score_gemma":0.00008074946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005984922,"about_ca_topic_score_gemma":0.00006671671,"domain_scores_codex":[0.9980955,0.0003581684,0.000563163,0.0003784483,0.0002207476,0.0003840126],"domain_scores_gemma":[0.9991489,0.0001655219,0.0001910031,0.0001561476,0.00009827202,0.0002401216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006922347,0.006130717,0.8584867,0.00007501447,0.0005004511,0.00007088848,0.0003985066,0.003074304,0.00390489,0.002767062,0.001419171,0.12248],"study_design_scores_gemma":[0.004606402,0.0000335513,0.9673194,0.00001178197,0.0001059992,0.00001766385,0.0002304268,0.000096493,0.001838103,0.000640208,0.02493624,0.0001637034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788815,0.0001456545,0.00005422766,0.001017165,0.001071071,0.000963638,0.00002663876,0.00005570695,0.01778443],"genre_scores_gemma":[0.9962458,0.001947906,0.0001795228,0.0007875008,0.0001264341,0.000592,0.000004851742,0.0000101994,0.0001057648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223163,"threshold_uncertainty_score":0.6107835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033544450822693,"score_gpt":0.4847493599300655,"score_spread":0.2813949148477962,"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."}}