{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006527763,0.0001082069,0.0002891216,0.0001024542,0.0001325347,0.00005932082,0.0002076988,0.0002100009,0.004819072],"category_scores_gemma":[0.0002745333,0.0001776949,0.00001912141,0.0003206667,0.0001279874,0.00007251466,0.0001163652,0.001790032,0.00001507766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008238742,"about_ca_system_score_gemma":0.0023653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981512,"about_ca_topic_score_gemma":0.9999704,"domain_scores_codex":[0.998355,0.0002925133,0.0002800486,0.0003450035,0.0001831931,0.0005441977],"domain_scores_gemma":[0.9989351,0.0006836773,0.00004932838,0.0001052979,0.00003386688,0.0001927004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498794,0.00008580401,0.9031752,0.00002566049,0.00004169515,0.001461126,0.000528146,0.00005426283,0.006314502,0.00001042942,0.07977091,0.008382384],"study_design_scores_gemma":[0.002476582,0.00005342135,0.7746875,0.000124868,0.00002318192,0.00001539981,0.0004054185,0.0006746731,0.0007571039,0.0001705418,0.2204462,0.0001651342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903156,0.0008391209,0.0000012489,0.00103731,0.0004092147,0.0002822134,0.0001171154,0.00001806983,0.00698012],"genre_scores_gemma":[0.9609174,0.000182166,0.00001856357,0.003355469,0.00002904238,0.00004204112,0.00005638487,0.000009644316,0.03538932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406752,"threshold_uncertainty_score":0.9960907,"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."}}