{"id":"W4387245287","doi":"10.1007/s40264-023-01348-7","title":"Sharing Adverse Drug Event Reports Between Hospitals and Community Pharmacists to Inform Re-dispensing: An Analysis of Reports and Process Outcomes","year":2023,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University Health Network; University of British Columbia","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia; Michael Smith Health Research BC","keywords":"Medicine; Adverse drug event; Drug; Medical emergency; Adverse effect; Family medicine; Intensive care medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02412643,0.0005462028,0.0006200313,0.004818484,0.0008154464,0.002696992,0.001338978,0.0007506369,0.001446895],"category_scores_gemma":[0.08646666,0.0004344575,0.001519553,0.007247892,0.0007243255,0.001993378,0.003998656,0.001594967,0.0002763821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071064,"about_ca_system_score_gemma":0.004640399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02964593,"about_ca_topic_score_gemma":0.01985245,"domain_scores_codex":[0.9689196,0.01265553,0.004899096,0.002534285,0.008395361,0.002596269],"domain_scores_gemma":[0.8039674,0.06605183,0.1011253,0.00558591,0.01779348,0.005476241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001571131,0.0000829098,0.9955034,0.00005524311,0.0001205934,0.00002785807,0.0005029187,0.00006638871,0.00001924853,0.00002913982,0.0001659915,0.003269224],"study_design_scores_gemma":[0.00002241605,0.0002293167,0.9965441,0.00006375521,0.00008465805,0.00007439174,0.001688012,0.0007885958,0.00006210874,0.00004274326,0.0003870474,0.00001295891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961208,0.0004150532,0.0005852524,0.0002088415,0.00001213788,0.0002451967,0.001751095,0.00001625007,0.0006453344],"genre_scores_gemma":[0.9971379,0.0002142331,0.0005709471,0.00007868429,0.00001946015,0.0002489878,0.001553834,0.000007607568,0.0001683258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02964593,"threshold_uncertainty_score":0.1275942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09766998988305825,"score_gpt":0.4680446856590733,"score_spread":0.3703746957760151,"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."}}