{"id":"W4385636771","doi":"10.3399/bjgpo.2023.0087","title":"Alcohol and smoking brief interventions by socioeconomic position: a population-based, cross-sectional study in Great Britain","year":2023,"lang":"en","type":"article","venue":"BJGP Open","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Decipher Biosciences (Canada)","funders":"Natural Environment Research Council; Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Health and Social Care Research and Development Division; Medical Research Council; Public Health Agency; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; British Heart Foundation; Cancer Research UK; Scottish Government","keywords":"Cross-sectional study; Socioeconomic status; Psychological intervention; Environmental health; Population; Medicine; Demography; Geography; Sociology; Nursing","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":[0.001228523,0.0004073552,0.0006321574,0.0008905738,0.0006706186,0.0009964032,0.0005831817,0.0009575288,0.00177561],"category_scores_gemma":[0.002824347,0.0008428543,0.000643566,0.001728262,0.000786454,0.0007314616,0.001120304,0.0007619279,0.000544706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514574,"about_ca_system_score_gemma":0.0008875445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08596407,"about_ca_topic_score_gemma":0.1067384,"domain_scores_codex":[0.9982076,0.0007955645,0.0001874745,0.0002771714,0.0002990577,0.0002331986],"domain_scores_gemma":[0.9980881,0.0003704297,0.000601102,0.0001512502,0.0002991762,0.0004900064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002389256,0.0002005272,0.9948731,0.00006593071,0.0001520401,0.0002829684,0.001963366,0.00002884882,0.000295977,0.00001559236,0.0003109872,0.001571702],"study_design_scores_gemma":[0.00003286532,0.0001719155,0.9987438,0.00001439568,0.0000301335,0.0001156394,0.0006742137,0.00003936203,0.00001356808,0.000004376137,0.0001557056,0.000004018581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990908,0.0002292654,0.00004692514,0.0000687383,0.000003972598,0.00003448013,0.0002592448,0.000002179953,0.0002643909],"genre_scores_gemma":[0.9989597,0.0001835552,0.00007800148,0.0001787811,0.000007606001,0.00006400185,0.0002515638,0.000002658187,0.0002742196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08596407,"threshold_uncertainty_score":0.1709274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07629133805316263,"score_gpt":0.3990798166178639,"score_spread":0.3227884785647013,"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."}}