{"id":"W2105528455","doi":"10.18584/iipj.2011.2.1.7","title":"Awakening: 'Spontaneous recovery’ from substance abuse among Aboriginal peoples in Canada","year":2011,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Abstinence; Substance abuse; Psychology; Narrative; Thematic analysis; Coping (psychology); Indigenous; Clinical psychology; Psychiatry; Social psychology; Developmental psychology; Psychotherapist; Qualitative research; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004526998,0.0002243468,0.0002758355,0.0003711267,0.000663028,0.00002039303,0.0005885302,0.000117103,0.002335472],"category_scores_gemma":[0.00003946109,0.0002122583,0.00006616423,0.0001992168,0.00003400494,0.0002621526,0.00001926234,0.001070394,0.000123418],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007861482,"about_ca_system_score_gemma":0.009754367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820604,"about_ca_topic_score_gemma":0.9967821,"domain_scores_codex":[0.9966713,0.0002980848,0.001130498,0.00025472,0.0007164729,0.0009289735],"domain_scores_gemma":[0.9979532,0.0004627978,0.0006814342,0.0001934049,0.0002327845,0.0004763731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005326436,0.0001198448,0.9070202,0.00003344205,0.00006504122,0.001430461,0.08880515,0.00002991246,0.00001274039,0.000300718,0.0007462734,0.0009036531],"study_design_scores_gemma":[0.002519036,0.0002698032,0.9470288,0.001436915,0.00001864957,0.0003947441,0.01565657,0.00007547764,0.0001682914,0.004131595,0.02778525,0.0005148603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825727,0.0002198163,0.00005083884,0.000142308,0.003308055,0.000426851,0.0003283734,0.00001906575,0.01293202],"genre_scores_gemma":[0.992829,0.00158704,0.0004744647,0.002486983,0.001367864,0.00004888701,0.0001354471,0.0000317315,0.001038538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07314858,"threshold_uncertainty_score":0.9985765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09523987559603074,"score_gpt":0.3765643948277145,"score_spread":0.2813245192316838,"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."}}