{"id":"W4414584999","doi":"10.7895/ijadr.605","title":"Neighborhoods, cultural factors, and alcohol use disorder","year":2025,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Ethnic group; Acculturation; Context (archaeology); Alcohol use disorder; Social environment; Path analysis (statistics); Human factors and ergonomics; Alcohol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002270871,0.0001341085,0.0001209469,0.0003583096,0.0005019339,0.0004963336,0.0001417221,0.0001308604,0.002383261],"category_scores_gemma":[0.001138812,0.00009560572,0.0001467738,0.0003752967,0.0002742026,0.0002244149,0.0004565602,0.0002778365,0.0001082094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839689,"about_ca_system_score_gemma":0.000348102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01874932,"about_ca_topic_score_gemma":0.03655089,"domain_scores_codex":[0.999874,0.00004973127,0.0000117686,0.00002089662,0.00002454628,0.00001900889],"domain_scores_gemma":[0.9993863,0.00008560137,0.0002657639,0.00003015722,0.00006983603,0.0001623033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001771801,0.00003628229,0.997502,0.00000937384,0.0000282584,0.0000243016,0.000150194,0.00002889597,0.00006899281,0.00003124693,0.00007777225,0.002024939],"study_design_scores_gemma":[0.000001188286,0.00002648443,0.9989243,0.00001673043,0.0000149765,0.00004845231,0.0006490255,0.0000637907,0.00002735891,0.00004466221,0.0001817881,0.0000012187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983798,0.0004491486,0.00004663234,0.0001469796,0.000005255391,0.000004595091,0.0001174578,0.000002349563,0.000847806],"genre_scores_gemma":[0.9994673,0.0002358189,0.00006417118,0.00002389144,0.000004791461,0.000003920333,0.0000715248,7.487576e-7,0.000127807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874932,"threshold_uncertainty_score":0.03728038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09223197153851313,"score_gpt":0.4170230647802177,"score_spread":0.3247910932417045,"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."}}