{"id":"W2888249283","doi":"10.1080/07347324.2018.1502642","title":"Life in Recovery from Addiction in Canada: Examining Gender Pathways with a Focus on the Female Experience","year":2018,"lang":"en","type":"article","venue":"Alcoholism Treatment Quarterly","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Centre on Substance Use and Addiction; University of Ottawa; Royal Ottawa Mental Health Centre","funders":"Health Canada","keywords":"Addiction; Psychology; Focus (optics); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005841234,0.0002851694,0.000374536,0.0001213368,0.00008465556,0.00002150301,0.00008234685,0.00006009333,0.000217589],"category_scores_gemma":[0.00001955167,0.0001633502,0.00004495307,0.000274209,0.00006233649,0.000139475,0.000004505623,0.0001035151,0.00005054862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237452,"about_ca_system_score_gemma":0.0007120665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4829358,"about_ca_topic_score_gemma":0.8743982,"domain_scores_codex":[0.9985276,0.0000721253,0.0002889857,0.0004313386,0.0002971734,0.0003827554],"domain_scores_gemma":[0.9989921,0.0002844706,0.00008926056,0.0004613032,0.00002815045,0.0001446992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001081237,0.0003402433,0.9144182,0.000001485067,0.000238006,0.0006534269,0.05089164,0.000005202883,0.0001951354,0.0001023627,0.0001900771,0.03188302],"study_design_scores_gemma":[0.00692321,0.003454133,0.9591658,0.0001778342,0.0001084254,0.00001157367,0.02776664,0.00007859651,0.001905812,0.0001065534,0.00007904876,0.0002223832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962845,0.0003219102,0.000005435851,0.0003686195,0.0001821457,0.0005716216,0.00001125432,0.00003582399,0.002218733],"genre_scores_gemma":[0.99839,0.00004770228,0.00009429347,0.0008111599,0.0001656124,0.0003305274,0.00003108558,0.0000277648,0.0001018844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3914623,"threshold_uncertainty_score":0.6661229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06751415272375053,"score_gpt":0.2565185139799604,"score_spread":0.1890043612562099,"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."}}