{"id":"W2969720095","doi":"10.1016/j.aca.2019.08.042","title":"Validated quantitative cannabis profiling for Canadian regulatory compliance - Cannabinoids, aflatoxins, and terpenes","year":2019,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Saskatchewan Research Council (Canada); University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada","keywords":"Chemistry; Chromatography; Terpene; Cannabis; Cannabinol; Cannabidiol; Selected reaction monitoring; Mass spectrometry; Tandem mass spectrometry; Organic chemistry; Cannabinoid; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002647258,0.0008784491,0.0004884618,0.004951215,0.004800559,0.001616628,0.001118357,0.001022836,0.004859506],"category_scores_gemma":[0.003706186,0.0004254378,0.0005783676,0.002945306,0.001490886,0.000365475,0.0009399403,0.0009370272,0.00100558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112304,"about_ca_system_score_gemma":0.03567759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7744937,"about_ca_topic_score_gemma":0.8790256,"domain_scores_codex":[0.9921278,0.0004831819,0.0001761414,0.0006783939,0.005751443,0.0007832011],"domain_scores_gemma":[0.9967968,0.0001868985,0.0002120287,0.0001024151,0.002577316,0.0001245221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001013396,0.0009330159,0.1819683,0.0009427185,0.0005513646,0.0006785284,0.003635979,0.003516916,0.681321,0.00735285,0.01547351,0.1026123],"study_design_scores_gemma":[0.0001252092,0.0006782853,0.4318751,0.0004600569,0.0003891792,0.001112646,0.002496915,0.009238629,0.3978422,0.0009312755,0.1545571,0.0002934207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685484,0.004271384,0.03678254,0.001373097,0.0003523504,0.002698686,0.02547915,0.001016034,0.05947842],"genre_scores_gemma":[0.9171209,0.00188099,0.03580897,0.001316909,0.00006449213,0.0007131283,0.01318515,0.0002132459,0.02969624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255063,"threshold_uncertainty_score":0.4536687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256074115990363,"score_gpt":0.3180641971984678,"score_spread":0.2855034560385641,"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."}}