{"id":"W1522472173","doi":"10.1111/j.1360-0443.2011.03650.x","title":"Psychosocial therapeutic interventions for volatile substance use: a systematic review","year":2012,"lang":"en","type":"review","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Psychosocial; Psychological intervention; Substance use; Psychology; Addiction; Psychiatry; Medicine; Psychotherapist; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003162729,0.0003849576,0.002718618,0.0001490925,0.0001153395,0.00002346865,0.00009729907,0.0002268267,0.0002652009],"category_scores_gemma":[0.00008802622,0.000264309,0.002124157,0.0003499571,0.00002553412,0.0002045198,0.000005830749,0.0001976459,0.0002198961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206652,"about_ca_system_score_gemma":0.00007267402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000182423,"about_ca_topic_score_gemma":0.00003547467,"domain_scores_codex":[0.9980935,0.0001419524,0.0009712788,0.0002884726,0.0002221061,0.0002827102],"domain_scores_gemma":[0.9982516,0.0003677354,0.0006752214,0.0004986432,0.0001158563,0.00009097917],"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":[0.0000110489,0.0001235766,0.00003127161,0.8696326,0.00144245,0.000001515456,0.00006050962,2.492787e-9,3.190957e-8,0.0001265903,0.002530761,0.1260396],"study_design_scores_gemma":[0.0003505019,0.00006100624,0.00001613742,0.6534119,0.04134216,0.00003395685,0.000007210509,7.952343e-7,7.263659e-8,0.00001056838,0.3046132,0.000152487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001032149,0.9905111,0.0006436047,0.00003806335,0.0008232891,0.007705812,0.00004228051,0.0001433895,0.00009148668],"genre_scores_gemma":[0.0000254578,0.9905161,0.0001540858,0.0001752746,0.0003533679,0.003743341,0.000859491,0.00008225162,0.004090687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3020824,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753375339032534,"score_gpt":0.4113856279219894,"score_spread":0.236048094018736,"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."}}