{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01562821,0.0007165847,0.0008352785,0.001202401,0.02349473,0.008867553,0.003619398,0.004099462,0.003779517],"category_scores_gemma":[0.01408949,0.0008927959,0.0008100665,0.001063483,0.02266202,0.006944026,0.01291592,0.01095017,0.0003914165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126918,"about_ca_system_score_gemma":0.02065218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03023786,"about_ca_topic_score_gemma":0.0624868,"domain_scores_codex":[0.9856023,0.01006332,0.0002474955,0.0003558273,0.001145134,0.002586078],"domain_scores_gemma":[0.9874916,0.008106535,0.0007124776,0.0003447359,0.001061617,0.002283048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001552919,0.00008972872,0.001813855,0.0000802968,0.000006769344,0.00131771,0.9838529,0.00005703619,0.0002941954,0.003076939,0.001282713,0.008112269],"study_design_scores_gemma":[0.000003682652,0.00003153758,0.0007806829,0.00009259516,0.000005381097,0.0003470294,0.9894434,0.000099331,0.000111321,0.00135546,0.007717806,0.00001169536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650067,0.002859426,0.00552836,0.09415968,0.0004610945,0.0002419981,0.00005179253,0.0001224157,0.03156853],"genre_scores_gemma":[0.9870952,0.001772346,0.002220179,0.003913145,0.0000743261,0.0001066,0.00001524544,0.00004060676,0.00476226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03023786,"threshold_uncertainty_score":0.0826509,"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."}}