{"id":"W2810138613","doi":"10.1136/bmjopen-2018-023861","title":"Study protocol:<i>Our Cultures Count</i>, the Mayi Kuwayu Study, a national longitudinal study of Aboriginal and Torres Strait Islander wellbeing","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Health and Medical Research Council; Lowitja Institute; Medical Research Council; Australian Government","keywords":"Medicine; Pacific islanders; Protocol (science); Longitudinal study; Public health; Family medicine; Gerontology; Nursing; Environmental health; Alternative medicine; Population","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":[0.004269045,0.0001612912,0.0002590466,0.00006411534,0.005176266,0.0004134602,0.0007773159,0.00005568201,0.0001242602],"category_scores_gemma":[0.00001789191,0.0000953152,0.00002517756,0.0002863991,0.0001915148,0.0003855982,0.00002356049,0.0001463088,0.00001560948],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085039,"about_ca_system_score_gemma":0.006625222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.153038,"about_ca_topic_score_gemma":0.8838585,"domain_scores_codex":[0.9968867,0.0008216048,0.0004333866,0.0003756131,0.001147889,0.0003347727],"domain_scores_gemma":[0.9985998,0.00009627095,0.0002863232,0.0002616193,0.0006642836,0.00009170843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001794656,0.003221144,0.2740844,0.00001838894,0.0000896079,0.000004700653,0.7134987,0.000001302009,3.665111e-7,0.007686098,0.001181173,0.00003459726],"study_design_scores_gemma":[0.001728979,0.001887406,0.4379335,0.00002640214,0.00004062013,0.000003345765,0.4649886,0.000001477109,0.000002919097,0.000508419,0.09271573,0.0001625006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450096,0.000003136385,0.000001389121,0.0001929704,0.0002575573,0.2185192,0.000006698902,0.00001531078,0.03599413],"genre_scores_gemma":[0.9757015,0.000004352981,0.00005059869,0.00003355146,0.001244168,0.01900143,0.000001635967,0.00001123743,0.003951601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7308205,"threshold_uncertainty_score":0.9990063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08789468600016934,"score_gpt":0.5060835000997076,"score_spread":0.4181888140995382,"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."}}