{"id":"W2021262563","doi":"10.1093/alcalc/agh155","title":"SHORT-TERM RECOVERY FROM ALCOHOL ABUSE OR DEPENDENCE: ANY EVIDENCE OF A RELATIONSHIP WITH TREATMENT USE IN A GENERAL POPULATION SAMPLE?","year":2005,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Abstinence; Binge drinking; Psychiatry; Alcohol dependence; Population; Medicine; Substance abuse; Prison; Alcohol abuse; Alcohol; Psychology; Injury prevention; Poison control; Medical emergency; Environmental health","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":[0.0001444436,0.0003657385,0.0006388455,0.0002861127,0.0000928902,0.00005190841,0.00008803215,0.0001737965,0.0001043052],"category_scores_gemma":[0.0001531438,0.0002421648,0.0001244157,0.0003650314,0.00008585634,0.0009708053,0.00002066869,0.0001612172,0.00001030548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258962,"about_ca_system_score_gemma":0.00008362695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216912,"about_ca_topic_score_gemma":0.009791134,"domain_scores_codex":[0.9980331,0.00007723587,0.0005695411,0.0005634633,0.0003757825,0.0003808759],"domain_scores_gemma":[0.9981676,0.0009214661,0.0001566134,0.0004966009,0.00007298159,0.0001847082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002191506,0.0002653781,0.9819621,0.00001681901,0.0001869713,0.0001276445,0.002027251,0.00009666415,0.0008909907,0.00007789186,0.00001965862,0.01213712],"study_design_scores_gemma":[0.005574203,0.0005058927,0.9903097,0.000749088,0.0004549597,0.00007235465,0.0001537069,0.0002624082,0.001460414,0.0001260217,0.00005268791,0.000278576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971042,0.001544,0.00004607716,0.0002783613,0.00006836298,0.000827211,0.00003016494,0.0000634705,0.0000381797],"genre_scores_gemma":[0.9884401,0.002043568,0.007984714,0.0002043862,0.0002113943,0.0001055571,0.0001752672,0.00003976564,0.0007952637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185855,"threshold_uncertainty_score":0.9875194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193556356161517,"score_gpt":0.3442491396610118,"score_spread":0.2248935040448601,"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."}}