{"id":"W2163518934","doi":"10.1136/jech.2010.125195","title":"The effectiveness of anti-illicit-drug public-service announcements: a systematic review and meta-analysis","year":2011,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; AIDS Vancouver","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Meta-analysis; Illicit drug; Drug; Psychological intervention; Randomized controlled trial; Systematic review; Alternative medicine; Family medicine; MEDLINE; Environmental health; Psychiatry; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07528291,0.0006002832,0.02801912,0.0005500625,0.0004351302,0.000009226131,0.0008977545,0.0002345294,0.00004118135],"category_scores_gemma":[0.01193823,0.0002639543,0.004158321,0.001329745,0.0002493936,0.0001320396,0.0001658685,0.001969993,0.000005337582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412437,"about_ca_system_score_gemma":0.0009769828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788765,"about_ca_topic_score_gemma":0.001285344,"domain_scores_codex":[0.9417223,0.05219742,0.005068957,0.0002418197,0.0002584376,0.0005110384],"domain_scores_gemma":[0.9415968,0.0450446,0.009880623,0.002109124,0.001007656,0.0003611993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003004607,0.0002353016,0.001321953,0.7436985,0.2530605,0.000003945157,0.0001779567,1.312842e-7,9.18691e-9,0.0005421122,0.0002368457,0.0006927018],"study_design_scores_gemma":[0.000443243,0.0003914582,0.0005085069,0.1208275,0.8547051,0.0002959046,0.0002253961,4.286844e-7,2.818893e-8,0.0002154704,0.02223104,0.0001559461],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006881269,0.9946237,0.00006826619,0.00229347,0.00007937633,0.002757665,0.00002859083,0.00001051567,0.00006965364],"genre_scores_gemma":[0.0002545784,0.9948546,0.0002848444,0.004307947,0.00002035468,0.0001155519,0.00008560601,0.00003145132,0.00004506005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.622871,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3606555593524144,"score_gpt":0.473190591418475,"score_spread":0.1125350320660606,"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."}}