{"id":"W1897358037","doi":"10.1023/a:1025027701426","title":"Preventing Alcohol-Related Problems in the US Through Policy: Media Campaigns, Regulatory Approaches and Environmental Interventions","year":2003,"lang":"en","type":"article","venue":"The Journal of Primary Prevention","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Health psychology; Psychological intervention; Intervention (counseling); Public health; Environmental health; Service (business); Public relations; Psychology; Political science; Advertising; Business; Medicine; Marketing; Nursing; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122434,0.0001440436,0.0002927779,0.0001230138,0.0001077792,0.0000168642,0.0001261015,0.00006772633,0.00005292631],"category_scores_gemma":[0.00008042742,0.00007903739,0.0002460602,0.0001954082,0.0001224276,0.0003115199,0.00002416684,0.0003127889,0.000003023809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192731,"about_ca_system_score_gemma":0.00007909584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005135179,"about_ca_topic_score_gemma":0.00002769864,"domain_scores_codex":[0.9981739,0.0005874319,0.0006156939,0.0001044355,0.0003355967,0.0001829244],"domain_scores_gemma":[0.9991102,0.000177494,0.0004468466,0.0002136791,0.00001249371,0.00003924807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003964743,0.003551907,0.8857521,0.0004191204,0.001621022,0.00007583913,0.07123708,0.0003884899,0.007372594,0.004114616,0.0004834142,0.02458733],"study_design_scores_gemma":[0.006383426,0.0004521627,0.9589731,0.001069745,0.001206899,0.001655963,0.01038748,0.00002116033,0.000803621,0.01855388,0.0003125725,0.0001799838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895959,0.008127348,0.0002093688,0.0004440065,0.00008621686,0.0005050417,6.581077e-7,0.000008051094,0.001023388],"genre_scores_gemma":[0.997449,0.001295461,0.0005047132,0.0001117279,0.00006815683,0.000009539,0.00001688201,0.00001552009,0.0005289455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.073221,"threshold_uncertainty_score":0.3223051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06831927715426879,"score_gpt":0.2838798558253516,"score_spread":0.2155605786710829,"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."}}