{"id":"W4415456226","doi":"10.32799/ijih.v21i1.45548","title":"Co-Developing and Validating the I-SPARX Wellness Questionnaire: A Community-Driven Psychometric Study with Inuit Youth in Nunavut","year":2025,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Mitel (Canada); York University","funders":"","keywords":"Mental health; Psychological intervention; Psychological resilience; Distress; Reliability (semiconductor); Culturally appropriate; Internal consistency; Narrative; Psychological distress","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005938572,0.0005381315,0.000463969,0.0007718097,0.002979746,0.001146277,0.0009500327,0.0006336418,0.00100534],"category_scores_gemma":[0.007665229,0.0004610067,0.0005062883,0.0007395606,0.001099626,0.0007038115,0.001302665,0.0009462888,0.000196634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310443,"about_ca_system_score_gemma":0.005113038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1287945,"about_ca_topic_score_gemma":0.2360176,"domain_scores_codex":[0.9983891,0.0007008019,0.0001148179,0.0001791021,0.0003412083,0.0002749072],"domain_scores_gemma":[0.9966185,0.0008282764,0.0003150836,0.0002576373,0.001370667,0.000609758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002215718,0.00372766,0.7763616,0.0002819647,0.0000802108,0.000940866,0.1823877,0.0002999648,0.00474087,0.0003457172,0.0008089979,0.02980294],"study_design_scores_gemma":[0.00005133958,0.002567729,0.8843994,0.0001897922,0.00007142098,0.0004474608,0.1058722,0.0009646436,0.001455072,0.0001598367,0.00377389,0.00004722404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984637,0.00002363354,0.0003117821,0.00003265126,0.000005165219,0.0005812376,0.00006215916,0.000004145124,0.0005154998],"genre_scores_gemma":[0.9950514,0.00008799245,0.002552141,0.00009866751,0.00000553939,0.001394658,0.0001942398,0.00000921378,0.0006060582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8712054,"threshold_uncertainty_score":0.2560897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550628046518013,"score_gpt":0.4258505955587137,"score_spread":0.3707877909069124,"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."}}