{"id":"W4367055761","doi":"10.1186/s13690-023-01066-7","title":"Conceptualizing Indigenous strengths-based health and wellness research using group concept mapping","year":2023,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Mental Health; Johns Hopkins University","keywords":"Indigenous; Public health; Focus group; Flourishing; Health services research; Set (abstract data type); Psychology; Public relations; Medicine; Applied psychology; Medical education; Sociology; Social psychology; Nursing; Political science; Computer science","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":[0.009980328,0.0001644702,0.0004597921,0.0009704908,0.01243469,0.0001200762,0.0004258517,0.00009912899,0.00002782553],"category_scores_gemma":[0.000124158,0.0001586275,0.00006244746,0.001675652,0.001751186,0.0002657406,0.0000137635,0.0004371956,0.000008769374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976765,"about_ca_system_score_gemma":0.07094128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2867403,"about_ca_topic_score_gemma":0.2119696,"domain_scores_codex":[0.9910901,0.004772871,0.0007339111,0.0004921457,0.0008011543,0.002109853],"domain_scores_gemma":[0.9955291,0.002367842,0.0004021926,0.0003199667,0.0001395876,0.001241384],"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":[0.000004456049,0.000109682,0.001764638,0.0003790041,0.00001190174,0.000001384902,0.807219,0.0000116288,0.000003026372,0.1509287,0.00006681902,0.03949974],"study_design_scores_gemma":[0.0006584483,0.0004591834,0.00390985,0.000431389,0.000001840983,0.000002342427,0.3650481,0.0008103166,0.00001608826,0.00494849,0.6234226,0.0002913596],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734426,0.003126983,0.002908478,0.008963108,0.0006895775,0.001953252,0.000068894,0.0002492709,0.008597871],"genre_scores_gemma":[0.9844069,0.01140333,0.002304735,0.000483801,0.0005467869,0.000009623748,0.0001749357,0.00003890682,0.0006309221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6233558,"threshold_uncertainty_score":0.988851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655521801785738,"score_gpt":0.4291254502609333,"score_spread":0.2635732700823595,"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."}}