{"id":"W4321187664","doi":"10.1186/s13011-023-00518-1","title":"Digital interventions for substance use disorders in young people: rapid review","year":2023,"lang":"en","type":"review","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Substance use; Psychological intervention; Psychology; Psychiatry; Psychotherapist","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":[0.009281421,0.001457713,0.005634854,0.01102703,0.0007889659,0.003680185,0.002134412,0.002166454,0.009157694],"category_scores_gemma":[0.03205014,0.0009221868,0.006383095,0.01078486,0.000678808,0.003471632,0.002284018,0.001776598,0.001088996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004257952,"about_ca_system_score_gemma":0.01328152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004813675,"about_ca_topic_score_gemma":0.01596098,"domain_scores_codex":[0.994706,0.001814537,0.00164065,0.0002936935,0.001358049,0.0001871318],"domain_scores_gemma":[0.9759784,0.01720498,0.003448582,0.0003640676,0.002724852,0.0002790602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001549316,0.00003575812,0.0001196267,0.8779179,0.001283888,0.0000566178,0.0002227425,0.00008080241,0.0001574867,0.0004180061,0.002203632,0.1173485],"study_design_scores_gemma":[0.0002206651,0.0002412063,0.001139943,0.9406366,0.01058983,0.0002415037,0.0002397294,0.00006864879,0.0001656074,0.0003261699,0.04610068,0.00002946326],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000451755,0.9958146,0.0003060008,0.000303568,0.0002195593,0.001837122,0.0002798648,0.00002385491,0.000763619],"genre_scores_gemma":[0.002816126,0.993335,0.001447287,0.0004051969,0.00007122751,0.001574534,0.0001243291,0.000005670503,0.0002205851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01102703,"threshold_uncertainty_score":0.04908544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124031948577868,"score_gpt":0.4070180156455341,"score_spread":0.2946148207877474,"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."}}