{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002092969,0.0002059848,0.0004621483,0.0009218718,0.0004323449,0.0007076194,0.0005006794,0.0009316301,0.00547716],"category_scores_gemma":[0.01135334,0.0003290874,0.0007923907,0.001015542,0.0007125367,0.0006930428,0.0005903578,0.001079521,0.0003980626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832156,"about_ca_system_score_gemma":0.000281275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229405,"about_ca_topic_score_gemma":0.005963163,"domain_scores_codex":[0.9985868,0.0006004138,0.0001444533,0.0002766682,0.0002135417,0.0001782409],"domain_scores_gemma":[0.9908614,0.002830145,0.003939322,0.0007301851,0.0004527808,0.001186214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040356,0.00006145942,0.9981855,0.00001159442,0.0001019756,0.000030826,0.00003806437,0.00000816004,0.00004576733,0.000009017521,0.00004405727,0.001359627],"study_design_scores_gemma":[0.000003985931,0.0001210593,0.9995744,0.000004040469,0.00002618707,0.0001090669,0.00006127342,0.00004070848,0.00001151966,0.000009351172,0.00003721145,0.000001281134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982117,0.0007129782,0.00008578221,0.0003146089,0.00001402691,0.00001034637,0.0002000485,0.000004349298,0.0004461295],"genre_scores_gemma":[0.9994186,0.0001576959,0.00004531584,0.0000879802,0.00002414651,0.000005323452,0.0001535983,0.000001498896,0.0001057466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00547716,"threshold_uncertainty_score":0.01832294,"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."}}