{"id":"W4408237050","doi":"10.3390/toxins17030125","title":"Learnings from Separate Aconitum Poisonings in British Columbia and Ontario, Canada in 2022","year":2025,"lang":"en","type":"article","venue":"Toxins","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Fraser Health; Regional Municipality of Durham; British Columbia Institute of Technology; Ministry of Health and Long Term Care; Public Health Ontario; BC Centre for Disease Control","funders":"","keywords":"Aconitine; Aconitum; Traditional medicine; Medicine; Toxicology; Outbreak; Alkaloid; Biology; Pharmacology; Botany; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007825554,0.0006814623,0.0003965007,0.002089835,0.008952742,0.001891159,0.001508246,0.001522922,0.003530177],"category_scores_gemma":[0.002216992,0.0006465616,0.0004624409,0.003474416,0.001809166,0.0006443589,0.002172093,0.002031562,0.0004746194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08703671,"about_ca_system_score_gemma":0.08186147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997033,"about_ca_topic_score_gemma":0.9988029,"domain_scores_codex":[0.9976006,0.00008039417,0.0001122954,0.000225962,0.001028533,0.0009521553],"domain_scores_gemma":[0.9958779,0.0001134534,0.0004729372,0.00006999194,0.002321157,0.001144571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003716685,0.0002014283,0.9123223,0.0002255501,0.00008801959,0.01433442,0.01337354,0.0002234001,0.002186551,0.0006498925,0.02422766,0.03179553],"study_design_scores_gemma":[0.00002417293,0.000103046,0.9296405,0.0002999445,0.00006516523,0.004832111,0.03232912,0.0004576016,0.0006027633,0.0001723177,0.03139675,0.00007660625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478363,0.004268042,0.0005386334,0.009781689,0.0003290078,0.0003533539,0.003702637,0.00006774693,0.0331226],"genre_scores_gemma":[0.9789821,0.002852984,0.0006717455,0.003685203,0.00006968195,0.00004755105,0.001771215,0.0000399888,0.01187949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08703671,"threshold_uncertainty_score":0.6314985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772616654805593,"score_gpt":0.3741111123621376,"score_spread":0.3363849458140817,"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."}}