{"id":"W4285089856","doi":"10.32799/ijih.v17i2.36491","title":"Implementing Indigenous Youth Peer Mentorship: Insights from the By Youth For Youth Project","year":2022,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Research Institute; University of Toronto; Centre for Addiction and Mental Health; Thunder Bay Regional Health Sciences Centre; Lakehead University","funders":"","keywords":"Indigenous; Mentorship; Thematic analysis; Mental health; Fieldnotes; Ethnography; Psychology; Youth studies; Qualitative research; Medical education; Sociology; Medicine; Developmental psychology; Psychiatry; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004905904,0.0001929387,0.0003404258,0.0002172475,0.004529031,0.000278802,0.001480821,0.00007461539,0.0001369334],"category_scores_gemma":[0.0002170494,0.0001579298,0.0002452088,0.0002997737,0.00009373113,0.0002841351,0.0001809079,0.0005109647,0.000003400871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895122,"about_ca_system_score_gemma":0.006347961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05210438,"about_ca_topic_score_gemma":0.008714124,"domain_scores_codex":[0.9945661,0.0006169736,0.001025687,0.0002426387,0.002721099,0.0008274893],"domain_scores_gemma":[0.9971435,0.0002251166,0.001461795,0.0001221246,0.0008434194,0.000204061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001199013,0.0001741517,0.03339231,0.000002712689,0.0002774601,0.000008048132,0.959014,0.000003582664,0.000004050255,0.0003103795,0.001896248,0.004797182],"study_design_scores_gemma":[0.001200352,0.0003818333,0.002390968,0.0000330048,0.00006963801,0.00000461173,0.8570051,0.000001145444,0.0000269653,0.0008873164,0.1377359,0.0002632447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867247,0.001055518,0.0003646922,0.003170918,0.003278147,0.001197614,0.002742074,0.00003609577,0.001430206],"genre_scores_gemma":[0.9939578,0.0002274075,0.0002266923,0.002109844,0.001698005,0.00002576768,0.0009525024,0.00003198465,0.0007700084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358396,"threshold_uncertainty_score":0.9992851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05833490253490234,"score_gpt":0.3618375073832261,"score_spread":0.3035026048483238,"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."}}