{"id":"W4320485083","doi":"10.1111/dar.13614","title":"A latent class analysis of patterns of tobacco and cannabis use in Australia and their health‐related correlates","year":2023,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council","keywords":"Cannabis; Latent class model; Environmental health; Addiction; Medicine; Tobacco use; Tobacco product; Odds ratio; Mental health; Psychiatry; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004381538,0.0003750764,0.0004525026,0.002350174,0.001058214,0.001513435,0.0005890232,0.0004603864,0.004365088],"category_scores_gemma":[0.007617522,0.0002780784,0.001492126,0.001629322,0.0009976655,0.0008148735,0.001608291,0.0008725093,0.0004029388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303771,"about_ca_system_score_gemma":0.001678593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05097638,"about_ca_topic_score_gemma":0.02540651,"domain_scores_codex":[0.9981299,0.0009627197,0.00009318536,0.0002475154,0.0002632336,0.0003035524],"domain_scores_gemma":[0.9963977,0.001392196,0.0009383335,0.0003894348,0.0004911747,0.0003911335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241367,0.0001522269,0.9889078,0.00002779708,0.0001665416,0.00003368528,0.001291475,0.0007918492,0.000218313,0.0004791065,0.0004245039,0.007382571],"study_design_scores_gemma":[0.00001196214,0.00009550213,0.9780068,0.00002804886,0.00004576701,0.00005178282,0.001419436,0.01908774,0.00005989911,0.0007925776,0.0003888905,0.00001154414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956162,0.00006946319,0.002905093,0.0001971717,0.000007798103,0.0001107077,0.0005060265,0.00001521779,0.0005721924],"genre_scores_gemma":[0.9981324,0.00002840632,0.0009565863,0.00001029529,0.000004734368,0.0000677059,0.0004806906,0.000003925641,0.0003153429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05097638,"threshold_uncertainty_score":0.1013594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0579913386630913,"score_gpt":0.3539057134264516,"score_spread":0.2959143747633602,"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."}}