{"id":"W7094136935","doi":"","title":"Co-designing health service evaluation tools that foreground first nation worldviews for better mental health and wellbeing outcomes","year":2021,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Mainstream; Foregrounding; Participatory action research; Service (business); Mental health; Service design; Service delivery framework; Action research; Citizen journalism","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":[0.007474734,0.0001493661,0.0002968038,0.0001783724,0.01805315,0.000567833,0.0001395957,0.0001237206,0.00001808419],"category_scores_gemma":[0.00004681485,0.000120737,0.00005408125,0.0003082789,0.0002013583,0.0005391965,0.00000845818,0.000258559,0.000003385673],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007783974,"about_ca_system_score_gemma":0.01124994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03036577,"about_ca_topic_score_gemma":0.02911478,"domain_scores_codex":[0.9954631,0.001707747,0.0004148293,0.0004947552,0.001133032,0.000786536],"domain_scores_gemma":[0.997831,0.0006676315,0.0002302184,0.0002001307,0.0006732988,0.0003976959],"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":[0.0001090023,0.0003952349,0.04414763,0.003676275,0.0001298926,0.000004822332,0.8760623,0.00000381314,0.0004427218,0.03627339,0.01378187,0.02497305],"study_design_scores_gemma":[0.001258903,0.0003903796,0.0166845,0.0007155503,0.0000178519,0.0000205669,0.08550473,0.0007060753,0.01154634,0.002556413,0.8802127,0.0003859974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780922,0.01170927,0.0002847816,0.08749212,0.001427282,0.007940266,0.00004364099,0.0000835958,0.01292684],"genre_scores_gemma":[0.8822311,0.05215473,0.01309358,0.004263249,0.004351814,0.00077044,0.001307308,0.0001371328,0.04169062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8664308,"threshold_uncertainty_score":0.9943554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1731054083267796,"score_gpt":0.4376955787929347,"score_spread":0.2645901704661551,"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."}}