{"id":"W3007300496","doi":"10.1111/add.14989","title":"Commentary on Chan & Hall (2020): Advances in specifying cannabis consumption","year":2020,"lang":"en","type":"letter","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Cannabis; Consumption (sociology); Psychological intervention; Environmental health; Population; Cannabis Dependence; Public health; Medicine; Demography; Psychology; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01120375,0.002062261,0.003556419,0.002132176,0.00647856,0.006137039,0.008792597,0.07545052,0.01615227],"category_scores_gemma":[0.06869489,0.001713314,0.003064551,0.002247857,0.008076025,0.01028691,0.004412381,0.08552547,0.01423767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008724159,"about_ca_system_score_gemma":0.01764416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04378139,"about_ca_topic_score_gemma":0.04853691,"domain_scores_codex":[0.992141,0.002510836,0.0008069668,0.001402879,0.002354748,0.0007834387],"domain_scores_gemma":[0.9513283,0.03044037,0.002281311,0.000950784,0.009473406,0.00552586],"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":[0.00002660086,0.000006866191,0.0000577895,0.00009036648,0.000007687408,0.0001012387,0.0000730403,0.00001390802,0.00002571022,0.0004035335,0.9969404,0.002252871],"study_design_scores_gemma":[0.0001109826,0.00006030139,0.0007409644,0.001468626,0.00004764541,0.0004961849,0.0006505117,0.000222766,0.000187626,0.005453251,0.9904168,0.0001442875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007191143,0.001983436,0.00005492684,0.9404277,0.0566581,0.00001871688,0.0001623135,0.00003606288,0.000586729],"genre_scores_gemma":[0.0004107791,0.0008859008,0.00008632478,0.9725734,0.02432224,0.00005398255,0.00003324063,0.00002608087,0.00160801],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07545052,"threshold_uncertainty_score":0.08705312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871723415503612,"score_gpt":0.3109252143937632,"score_spread":0.2822079802387271,"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."}}