{"id":"W3037918575","doi":"10.1007/s40264-020-00963-y","title":"Evaluation of a Web-Based, ‘Purchase Event’ Intensive Monitoring Method for Pharmacovigilance of Natural Health Products: Lessons and Insights from Development Work in New Zealand","year":2020,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Auckland","keywords":"Medicine; Pharmacovigilance; Pharmacy; Intensive care; Health care; Family medicine; Medical emergency; Adverse effect; Pharmacology; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02055693,0.0005891577,0.0007466026,0.001161793,0.0004101817,0.001899747,0.001192362,0.001180525,0.003847874],"category_scores_gemma":[0.05411162,0.0004379064,0.0006517277,0.000843729,0.0004404698,0.001576335,0.001034007,0.0007915534,0.0008930639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021906,"about_ca_system_score_gemma":0.00229485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237995,"about_ca_topic_score_gemma":0.01247591,"domain_scores_codex":[0.9868547,0.007754195,0.001255502,0.0008858102,0.003069991,0.0001798836],"domain_scores_gemma":[0.9405744,0.04157768,0.004249819,0.003417969,0.009143158,0.001036974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02485053,0.01028499,0.1717469,0.00268042,0.001669306,0.0005686687,0.003834378,0.00434189,0.02909513,0.0008726104,0.007476775,0.7425783],"study_design_scores_gemma":[0.009430869,0.04484552,0.6816783,0.001082315,0.003930362,0.002946409,0.003375492,0.155438,0.05082846,0.001464616,0.04434181,0.0006377759],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206726,0.0007392355,0.05762638,0.001683657,0.0001531915,0.006286002,0.002211412,0.002828819,0.007798645],"genre_scores_gemma":[0.8337768,0.0003803802,0.1581589,0.0007700694,0.00009605673,0.001867936,0.001961757,0.0002116321,0.002776538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055693,"threshold_uncertainty_score":0.1087167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811549639762803,"score_gpt":0.4846816833254877,"score_spread":0.3035267193492073,"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."}}