{"id":"W4281287460","doi":"10.1111/add.15956","title":"The iCannTookit: a consensus‐based, flexible framework for measuring contemporary cannabis use","year":2022,"lang":"en","type":"letter","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Society for the Study of Addiction","keywords":"Cannabis; Unit (ring theory); Notice; Substance abuse; Psychology; Medicine; Psychiatry; Political science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3105924,0.003894517,0.004964635,0.04277313,0.01250452,0.02660752,0.01591458,0.01028858,0.008792909],"category_scores_gemma":[0.3523726,0.002727933,0.009169484,0.02755001,0.01878405,0.01758308,0.03230567,0.02266763,0.004420705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02979377,"about_ca_system_score_gemma":0.08659918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05917808,"about_ca_topic_score_gemma":0.1241207,"domain_scores_codex":[0.6367633,0.2670629,0.04677362,0.01471147,0.03020111,0.004487581],"domain_scores_gemma":[0.6368508,0.2103842,0.02226265,0.0262613,0.09084931,0.01339178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004670906,0.0002437778,0.02705087,0.01333233,0.001686757,0.0005664993,0.04294769,0.003278334,0.0003300506,0.2644698,0.3621914,0.2834354],"study_design_scores_gemma":[0.0002721916,0.0002339838,0.01278694,0.02842627,0.001194529,0.0006493719,0.02074109,0.01013685,0.0004284285,0.4028537,0.5215346,0.0007421582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008232909,0.01794095,0.556214,0.2793655,0.00802866,0.01863278,0.02285538,0.00336069,0.08536909],"genre_scores_gemma":[0.06170756,0.003664508,0.8762817,0.01995613,0.0009739936,0.02401109,0.01027204,0.0006606908,0.002472288],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3105924,"threshold_uncertainty_score":0.8501623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07801987040642303,"score_gpt":0.3176126933501912,"score_spread":0.2395928229437681,"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."}}