{"id":"W4400594016","doi":"10.1007/s10461-024-04429-5","title":"Helping Others Facilitates Well-Being for Indigenous Peoples Living With HIV/AIDS in Canada","year":2024,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian AIDS Society; McMaster University; University of Waterloo; University of Victoria; Dalhousie University; Lakehead University","funders":"University of Victoria; Psi Chi","keywords":"Health psychology; Indigenous; Public health; Human immunodeficiency virus (HIV); Environmental health; Medicine; Psychology; Social psychology; Virology; Biology; Nursing; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004559199,0.0001068239,0.0001416434,0.0001079459,0.001921828,0.0001154931,0.00009259667,0.00005642852,0.00005638452],"category_scores_gemma":[0.000004875505,0.00008133791,0.00002468906,0.000219143,0.00007613331,0.0001725237,0.000001394662,0.00009548567,0.000003380989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400711,"about_ca_system_score_gemma":0.01557384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858171,"about_ca_topic_score_gemma":0.9996626,"domain_scores_codex":[0.9988927,0.00006436005,0.0001697973,0.0002371365,0.0001799575,0.0004560358],"domain_scores_gemma":[0.9994019,0.0003443978,0.00002881336,0.000073396,0.00004283871,0.000108627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003130425,0.00004479656,0.2249296,0.000171239,0.000009337657,0.00001060767,0.7610534,0.000002562024,0.000009268158,0.008771196,0.00001647049,0.004978374],"study_design_scores_gemma":[0.0003914213,0.0006019138,0.1132087,0.001259306,0.0002160108,0.0000157547,0.7059033,0.00003262523,0.0002132386,0.0004964129,0.1767927,0.0008686018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995533,0.0007194799,0.00005237199,0.00007605855,0.0003571178,0.0005690329,0.00001693389,0.00003441617,0.00264155],"genre_scores_gemma":[0.9932106,0.0008763139,0.0006135912,0.00002693604,0.0001495721,0.00003478442,0.000006501095,0.00001572108,0.005066015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767762,"threshold_uncertainty_score":0.9993775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009086753640568514,"score_gpt":0.2657378060994621,"score_spread":0.2566510524588936,"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."}}