{"id":"W4399364064","doi":"10.1001/jamanetworkopen.2024.14922","title":"Label Accuracy of Legal Oral Cannabis Oil Products in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Cannabidiol; Cannabis; Tetrahydrocannabinol; Medicine; Cannabinoid; Psychiatry; Internal medicine","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":[0.0009814028,0.0003442923,0.0002849716,0.003110423,0.005148315,0.001863222,0.001923572,0.001202015,0.003820921],"category_scores_gemma":[0.008399705,0.0004467964,0.0003162879,0.00450383,0.002171303,0.0006139398,0.00119139,0.001065852,0.0004823556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04993561,"about_ca_system_score_gemma":0.04267145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879957,"about_ca_topic_score_gemma":0.9906664,"domain_scores_codex":[0.9954079,0.0002258185,0.0002527379,0.0003176435,0.002857619,0.0009383243],"domain_scores_gemma":[0.9917076,0.001165176,0.002116319,0.0003805426,0.003985157,0.0006452656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555163,0.0001329351,0.8877015,0.0002566007,0.00005575644,0.03731089,0.01624801,0.0006945413,0.00384819,0.002382182,0.009390617,0.04162313],"study_design_scores_gemma":[0.00003337386,0.0001828392,0.8524754,0.0006700897,0.0001671291,0.04492801,0.04476406,0.00330035,0.006156825,0.0006503285,0.04650281,0.0001688434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626608,0.002246409,0.0005065224,0.003419478,0.0001160852,0.0001033722,0.001793355,0.00005321704,0.02910072],"genre_scores_gemma":[0.994621,0.001020483,0.0003630119,0.00039402,0.00001592442,0.00001041908,0.0003719055,0.00002315967,0.003180066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04993561,"threshold_uncertainty_score":0.3623099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983721761712464,"score_gpt":0.3084254999174013,"score_spread":0.2785882823002766,"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."}}