{"id":"W3021717261","doi":"10.1177/1363461520923151","title":"Advancing Indigenous Mental Health Research","year":2020,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Indigenous; Mental health; CLARITY; Psychological resilience; Sociology; Environmental ethics; Resilience (materials science); Engineering ethics; Psychology; Social psychology; Psychiatry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001308559,0.0001298027,0.0001914455,0.00006133515,0.01343885,0.00007810249,0.0003591322,0.0001140956,0.0002549362],"category_scores_gemma":[0.000003485318,0.0001002436,0.0001036626,0.0006583187,0.0002373181,0.0002811937,7.814739e-7,0.0004759472,0.0002488807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964957,"about_ca_system_score_gemma":0.01549938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08497667,"about_ca_topic_score_gemma":0.7983017,"domain_scores_codex":[0.9969004,0.000621183,0.000316117,0.0003408961,0.0007249333,0.001096505],"domain_scores_gemma":[0.998933,0.0000321034,0.00006746423,0.0001263187,0.0001440511,0.0006970553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002666904,0.0001006598,0.001049147,0.00008439954,0.00001243743,3.899178e-7,0.9533579,0.000001568871,0.000009688483,0.03922585,0.005537629,0.0005937101],"study_design_scores_gemma":[0.0003125787,0.0002336879,0.001359917,0.00003664452,0.000003632077,0.000002368313,0.09192738,0.000001752018,0.00001363728,0.0008009148,0.9051418,0.0001657127],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284432,0.003822756,0.00005731507,0.1550065,0.003726819,0.002032473,0.00003211216,0.000290434,0.1065884],"genre_scores_gemma":[0.9670455,0.01620075,0.003200705,0.002617558,0.005077354,0.000008175963,0.00008369266,0.00003921347,0.005727001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8996041,"threshold_uncertainty_score":0.9900818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984209110689575,"score_gpt":0.401189703765736,"score_spread":0.3413476126588402,"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."}}