{"id":"W2120817608","doi":"10.1370/afm.1742","title":"General Practitioners Recognizing Alcohol Dependence: A Large Cross-Sectional Study in 6 European Countries","year":2015,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Instituto de Salud Carlos III","keywords":"CIDI; Medicine; Alcohol dependence; Comorbidity; Psychiatry; Referral; Psychological intervention; Mental health; Alcohol use disorder; Alcohol; Family medicine; National Comorbidity Survey","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":[0.003255199,0.000176058,0.0003940812,0.0001890926,0.00008276445,0.00001279434,0.0001561162,0.00004358746,0.00008111878],"category_scores_gemma":[0.0005827149,0.0001038707,0.00006371039,0.0003448459,0.0002000393,0.0001889812,0.00004076518,0.0002252243,0.00006376156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005297266,"about_ca_system_score_gemma":0.0001234617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002089293,"about_ca_topic_score_gemma":0.0001454723,"domain_scores_codex":[0.997926,0.0002235565,0.0005370452,0.0002395348,0.0007754823,0.0002984127],"domain_scores_gemma":[0.998692,0.000208249,0.0002003554,0.0003349816,0.0004317265,0.0001326397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009369825,0.0003246948,0.9868641,0.00001037225,0.0001502772,0.0002036319,0.006657256,0.00001632803,0.0002632939,0.00009311319,0.004283987,0.0001959523],"study_design_scores_gemma":[0.00885811,0.0008243771,0.9776593,0.0001273784,0.00007798262,0.00004048673,0.01050284,0.00002909257,0.0002119432,0.0001465232,0.001424999,0.00009700503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860418,0.00191953,0.0000145393,0.002362855,0.0003443163,0.0005440585,0.000004386467,0.00004559528,0.008722863],"genre_scores_gemma":[0.9945521,0.0004315587,0.00005609206,0.00317307,0.0004697973,0.00001827221,0.00003348227,0.00002267315,0.001242994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009204846,"threshold_uncertainty_score":0.4235724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3999549477819169,"score_gpt":0.4692670150126135,"score_spread":0.0693120672306966,"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."}}