{"id":"W4390057116","doi":"10.1111/dar.13800","title":"Cannabis vaporisation: Understanding products, devices and risks","year":2023,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"AXYS Technologies (Canada); Barrie Urology Group; Public Health Ontario; University of Toronto; University of British Columbia","funders":"","keywords":"Cannabis; Medicine; Public health; Business; Harm reduction; Environmental health; Psychiatry; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0008092642,0.000131671,0.0003373149,0.00010345,0.0001611843,0.00004487829,0.00004575479,0.00003308903,0.00007385005],"category_scores_gemma":[0.0001335941,0.00009863597,0.00004674779,0.0006135539,0.00009953763,0.00007549027,0.00006843513,0.0001625872,0.00003136865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005328874,"about_ca_system_score_gemma":0.0001150211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280391,"about_ca_topic_score_gemma":0.00002223047,"domain_scores_codex":[0.9988548,0.00005309533,0.0002208721,0.0003255384,0.0002825265,0.0002632405],"domain_scores_gemma":[0.9994435,0.0000113604,0.00005423967,0.0002139644,0.000088345,0.0001885765],"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":[0.00001836968,0.0000290689,0.01150797,0.0168254,0.00007022154,0.00008280473,0.0003760072,2.579222e-7,0.0001438553,0.001800019,0.8772267,0.09191939],"study_design_scores_gemma":[0.0005312565,0.00005899399,0.03295823,0.003016585,0.0001659905,0.0001196526,0.0005305743,0.00005629035,0.00009144096,0.0002888902,0.9620076,0.0001744469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1570706,0.5311425,0.00000980294,0.306128,0.0001872913,0.001618269,0.00001993508,0.0001788501,0.003644735],"genre_scores_gemma":[0.4462233,0.518934,0.00004465666,0.002974881,0.0004033135,0.0001572298,0.00007973786,0.00003981199,0.03114302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3031531,"threshold_uncertainty_score":0.4022258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511676892436306,"score_gpt":0.3905987841576651,"score_spread":0.2394310949140345,"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."}}