{"id":"W3039569822","doi":"10.1186/s12889-020-09060-2","title":"Peer pressure and alcohol consumption in adults living in the UK: a systematic qualitative review","year":2020,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Peer pressure; Thematic analysis; Context (archaeology); Qualitative research; Medicine; PsycINFO; Feeling; Peer review; Peer group; Social psychology; Psychology; MEDLINE","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":[0.006822891,0.0003695276,0.003357428,0.0002491666,0.0000468984,0.00004094878,0.0001720761,0.0001502815,0.00005417547],"category_scores_gemma":[0.004626817,0.0002013281,0.0002162369,0.0006780995,0.00004092312,0.0001049954,0.00003540458,0.0005061832,0.00004018841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286257,"about_ca_system_score_gemma":0.001127181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007419865,"about_ca_topic_score_gemma":0.000798211,"domain_scores_codex":[0.9932881,0.003859087,0.001404151,0.0004481814,0.0005879904,0.0004124871],"domain_scores_gemma":[0.9956657,0.00295523,0.0006584821,0.0004383771,0.00008217148,0.000200009],"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":[0.000004613527,0.00006920532,0.004315273,0.9258952,0.000105011,0.00002332571,0.03558645,3.716053e-9,1.913901e-10,0.0001949365,0.001376494,0.03242952],"study_design_scores_gemma":[0.0007808168,0.0000849267,0.001440054,0.8512048,0.0006403686,0.0001042989,0.005531734,0.000006215141,3.556493e-10,0.000003213601,0.1400362,0.0001673735],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004908766,0.987096,0.000007121996,0.004312215,0.00005672452,0.00833911,0.00001169,0.00003311464,0.00009499556],"genre_scores_gemma":[0.000572149,0.9957122,0.0001133097,0.001842864,0.00005829674,0.001244855,0.0001210263,0.00003002785,0.0003053243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1386597,"threshold_uncertainty_score":0.820992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367834296266095,"score_gpt":0.4662768817090877,"score_spread":0.2294934520824782,"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."}}