{"id":"W3102216710","doi":"","title":"Alcohol dependence and mental health.","year":2020,"lang":"en","type":"article","venue":"HRB National Drugs Library (Health Research Board)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Psychiatry; Mental health; Depression (economics); Anxiety; Medicine; Quarter (Canadian coin); Suicide prevention; Poison control; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007673838,0.0002229499,0.0003175678,0.0007753507,0.00111259,0.001253625,0.0003311356,0.0008080047,0.04191139],"category_scores_gemma":[0.003867271,0.0001268179,0.0003238925,0.001116444,0.000550036,0.001044228,0.001317825,0.001599343,0.008966307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180788,"about_ca_system_score_gemma":0.003064878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03361388,"about_ca_topic_score_gemma":0.07415225,"domain_scores_codex":[0.9991418,0.0002431836,0.00006807792,0.00005847421,0.000319865,0.0001684174],"domain_scores_gemma":[0.9981839,0.0001863075,0.0002477437,0.00006842115,0.000619529,0.0006940934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004603633,0.0001021246,0.06145811,0.0005678131,0.00004888349,0.0001963056,0.001018684,0.00004089978,0.00007274303,0.008686546,0.6153015,0.3124604],"study_design_scores_gemma":[0.00001586634,0.00007754989,0.2392219,0.002164225,0.00003777051,0.001092397,0.00198599,0.00005624157,0.00003381641,0.006101959,0.7491934,0.00001889881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02660406,0.2548333,0.0005414615,0.2281984,0.008659931,0.0001874474,0.01037749,0.0002086409,0.4703894],"genre_scores_gemma":[0.3476847,0.2886972,0.001569524,0.07314241,0.006332267,0.0003581139,0.01042429,0.0001208187,0.2716707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04191139,"threshold_uncertainty_score":0.1402076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432481468630942,"score_gpt":0.5134571236835855,"score_spread":0.2702089768204914,"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."}}