{"id":"W7132969391","doi":"","title":"Enhancing Drug Safety: Designing Solutions To Meet Prescribers’ Information Needs","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Usability; Thematic analysis; Pharmacovigilance; Health informatics; Informatics; Drug; Information needs","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04551937,0.001013943,0.0009101853,0.003550899,0.004062489,0.008048157,0.002506275,0.004632556,0.00642436],"category_scores_gemma":[0.0919878,0.001037336,0.001410609,0.002498302,0.003285808,0.01316694,0.006751497,0.004130621,0.001572995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004699142,"about_ca_system_score_gemma":0.02317319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277728,"about_ca_topic_score_gemma":0.003809744,"domain_scores_codex":[0.9583572,0.03114849,0.003136987,0.001284562,0.004744705,0.001328101],"domain_scores_gemma":[0.9094469,0.06892278,0.00543905,0.00373209,0.009314772,0.003144487],"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":[0.0001720225,0.0009606906,0.01195164,0.02745954,0.0002386304,0.001269713,0.1879198,0.001466666,0.007023926,0.02604373,0.03491832,0.7005754],"study_design_scores_gemma":[0.0004917335,0.001391843,0.01249381,0.02804655,0.0006497841,0.002330141,0.2593762,0.005436885,0.008378572,0.09098995,0.5901301,0.0002844494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2330665,0.02668654,0.3368654,0.2850609,0.001743532,0.009463863,0.0009014867,0.002458317,0.1037533],"genre_scores_gemma":[0.3279472,0.01515889,0.6291897,0.01569082,0.0002806906,0.004478461,0.0004705153,0.000205283,0.006578334],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04551937,"threshold_uncertainty_score":0.2407323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368904533646023,"score_gpt":0.4332037047473244,"score_spread":0.3595146594108642,"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."}}