{"id":"W4206214375","doi":"10.1089/can.2021.0137","title":"A Clinical Framework for Evaluating Cannabis Product Quality and Safety","year":2022,"lang":"en","type":"article","venue":"Cannabis and Cannabinoid Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group; University of Toronto; University of British Columbia","funders":"","keywords":"Quality (philosophy); Standardization; Product (mathematics); Cannabis; Quality assurance; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02349396,0.0005291767,0.001258814,0.0007360567,0.003272009,0.0002672451,0.0005350009,0.0002898232,0.0006924358],"category_scores_gemma":[0.007861177,0.0004926908,0.000422673,0.001597306,0.001665542,0.0001758083,0.001509682,0.003422826,0.000007072439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147514,"about_ca_system_score_gemma":0.003465649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515613,"about_ca_topic_score_gemma":0.0001165591,"domain_scores_codex":[0.9890311,0.002273506,0.001543161,0.002147984,0.002890108,0.002114155],"domain_scores_gemma":[0.994269,0.0002270633,0.0002779122,0.001427076,0.002226852,0.001572057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004821029,0.0008311375,0.02859117,0.001601369,0.0002533493,0.00009325878,0.001555632,0.0000208561,0.002679578,0.02186245,0.7046592,0.233031],"study_design_scores_gemma":[0.003684596,0.004311897,0.2311526,0.00009546478,0.0000970972,0.0002480052,0.003438938,0.0007075025,0.0002070826,0.006439543,0.7489945,0.0006227241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7403598,0.01005117,0.0003187418,0.2403221,0.0006883403,0.006141077,0.0005250064,0.0001488926,0.001444886],"genre_scores_gemma":[0.8166976,0.001618006,0.004735141,0.004494651,0.002294427,0.01126418,0.0002841145,0.0003665655,0.1582453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358275,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854375188809303,"score_gpt":0.5121614529357784,"score_spread":0.3267239340548481,"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."}}