{"id":"W2943346385","doi":"10.1097/cxa.0000000000000020","title":"PAUSE: The Development and Implementation of a Novel Brief Intervention Program Targeting Cannabis and Alcohol Use Among University Students","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Emergent BioSolutions (Canada); McMaster University; Impact","funders":"","keywords":"Motivational interviewing; Cannabis; Mental health; Brief intervention; Psychological intervention; Medicine; Intervention (counseling); Psychiatry; Anxiety; Referral; Psychology; Clinical psychology; Harm reduction; Family medicine; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003355927,0.00005553638,0.00008865684,0.00009674042,0.0002367708,0.00003244276,0.00004767495,0.00002198668,0.00002302574],"category_scores_gemma":[0.00002410447,0.00003441286,0.00002779619,0.0001024416,0.0001320176,0.0001729038,0.000008782741,0.00007086199,1.849432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772987,"about_ca_system_score_gemma":0.000168463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01118614,"about_ca_topic_score_gemma":0.3888897,"domain_scores_codex":[0.9995082,0.0000299347,0.0001786684,0.00005240396,0.000134433,0.00009637944],"domain_scores_gemma":[0.999463,0.00001781773,0.0001971452,0.00005016108,0.0001693778,0.0001025288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007011502,0.00002491379,0.9542844,0.000004938282,0.000232935,0.000008097168,0.008399543,4.82821e-7,0.00007330751,0.0000190022,0.0006403932,0.03624187],"study_design_scores_gemma":[0.002153716,0.0002611145,0.986324,0.0001010991,0.0001951843,0.000032913,0.007238341,0.00001237035,0.0007310607,0.000002517437,0.002916707,0.00003104682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991002,0.00009718057,0.0000465849,0.0004002383,0.00008235709,0.0002530749,0.000002653086,0.000003568437,0.00001414734],"genre_scores_gemma":[0.9993384,0.00001929196,0.0004202447,0.00002895408,0.00004803591,0.000001223029,0.000005389717,0.000004484644,0.0001339349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3777035,"threshold_uncertainty_score":0.9953985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899654559619601,"score_gpt":0.3043124564826127,"score_spread":0.2753159108864167,"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."}}