{"id":"W3205766200","doi":"10.1177/11782218211050372","title":"Untangling the Complexities of Substance Use Initiation and Recovery: Client Reflections on Opioid Use Prevention and Recovery From a Social-Ecological Perspective","year":2021,"lang":"en","type":"article","venue":"Substance Abuse Research and Treatment","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Opioid use disorder; Indigenous; Psychological intervention; Population; Attrition; Substance use; Medicine; Psychology; Psychiatry; Ecology; Opioid; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000206107,0.0002044234,0.000360059,0.0001359771,0.0005168117,0.0001317044,0.00003400885,0.00009861067,0.00003035425],"category_scores_gemma":[0.0001074554,0.0001454065,0.00007876448,0.0003563448,0.000353833,0.0002665209,0.00001631582,0.0002186992,0.000002614621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007724117,"about_ca_system_score_gemma":0.0001591213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006884207,"about_ca_topic_score_gemma":0.008374265,"domain_scores_codex":[0.9981412,0.0003372347,0.0002624723,0.0005348166,0.0003938008,0.0003304719],"domain_scores_gemma":[0.9979174,0.001138209,0.00009689322,0.0002775791,0.0004573737,0.0001126042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0234433,0.02047762,0.4993783,0.0004113656,0.006884364,0.001139625,0.3447163,0.00006804718,0.009721267,0.0657547,0.000866156,0.02713902],"study_design_scores_gemma":[0.006121236,0.006134475,0.9029046,0.0005922535,0.0003174547,0.00003369559,0.04797409,0.00005198202,0.005094394,0.0298229,0.0006977486,0.000255114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915416,0.005963211,0.00002922694,0.0009731926,0.00006350429,0.0009131246,0.0001939257,0.00002638348,0.0002958652],"genre_scores_gemma":[0.945823,0.05239269,0.00077405,0.00005968567,0.00007596885,0.000199517,0.0001648337,0.00002021307,0.0004900145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4035264,"threshold_uncertainty_score":0.5929506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951578488399026,"score_gpt":0.4073367675211039,"score_spread":0.2121789186812013,"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."}}