{"id":"W2594798061","doi":"10.1016/j.drugalcdep.2017.01.009","title":"Identity in recovery from problematic alcohol use: A qualitative study of online mutual aid","year":2017,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Sobriety; Identity (music); Secrecy; Psychology; Mutual aid; Social psychology; Alcoholics Anonymous; Qualitative research; Internet privacy; Computer security; Computer science; Sociology; Clinical psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01166018,0.0005024413,0.0007245382,0.001287687,0.01102991,0.003950546,0.001884951,0.001763685,0.004484538],"category_scores_gemma":[0.01690846,0.0006126284,0.0004835489,0.001111226,0.0121617,0.006002623,0.009607942,0.00329166,0.000437666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533631,"about_ca_system_score_gemma":0.004447537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933212,"about_ca_topic_score_gemma":0.01052561,"domain_scores_codex":[0.9874593,0.009936576,0.0002150118,0.0004055093,0.0005933808,0.00139009],"domain_scores_gemma":[0.984372,0.01112957,0.001155793,0.0005269437,0.000844538,0.001971289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003400783,0.00004147312,0.001328529,0.0000874086,0.000002505721,0.0005816214,0.9931008,0.00002139541,0.0003522935,0.001105806,0.0003110615,0.003033204],"study_design_scores_gemma":[0.000003902418,0.00004365987,0.00075868,0.00009137518,0.000002431483,0.000243388,0.9911857,0.00005708224,0.0001734689,0.0002831615,0.00714803,0.000009030645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802496,0.0006833178,0.004949466,0.003773143,0.0001185531,0.0002930226,0.0001093591,0.00004706402,0.009776303],"genre_scores_gemma":[0.9937876,0.0004056925,0.001221322,0.0006140086,0.00002037396,0.0002207894,0.000038396,0.00003306472,0.003658739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166018,"threshold_uncertainty_score":0.06166571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08736289896647531,"score_gpt":0.3988646994438397,"score_spread":0.3115018004773644,"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."}}