{"id":"W4220799622","doi":"10.1353/cpr.2022.0011","title":"Using Talanoa in Community-Based Research with Australian Pacific Islander Women with Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"Queensland University of Technology","keywords":"Community-based participatory research; Participatory action research; General partnership; Community engagement; Negotiation; Public relations; Pacific islanders; Citizen journalism; Type 2 diabetes; Dissemination; Medicine; Business; Political science; Nursing; Sociology; Environmental health; Population; Diabetes mellitus; Social 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02729793,0.000204216,0.0003976744,0.0006277338,0.02531265,0.0001259686,0.0009810084,0.0001254622,0.0001277835],"category_scores_gemma":[0.00002287187,0.0001750835,0.00001804311,0.00277455,0.001383147,0.0002004493,0.00002831358,0.004970177,0.000004890816],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191189,"about_ca_system_score_gemma":0.02275698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2030526,"about_ca_topic_score_gemma":0.9019483,"domain_scores_codex":[0.9645786,0.03188702,0.0004464132,0.0002293422,0.000986485,0.001872154],"domain_scores_gemma":[0.9968379,0.001419136,0.0002226151,0.0008462606,0.0002738516,0.0004001936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002540687,0.001231733,0.4144611,0.0003920728,0.000009131696,0.000005061383,0.5815746,0.0001193831,1.105291e-7,0.001663597,0.00005904572,0.0002301369],"study_design_scores_gemma":[0.001668592,0.003413602,0.02368576,0.0005774248,0.000005501875,0.000003824901,0.6339254,0.0001379556,0.000009036118,0.001387282,0.3346713,0.0005143887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883701,0.0003375205,0.000001336924,0.002963488,0.0001417541,0.001470355,0.00001235149,0.00007142867,0.006631615],"genre_scores_gemma":[0.9984183,0.0001373084,0.0004018407,0.0002115687,0.00006932687,0.0001578801,0.00009071828,0.00003604245,0.0004769984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988956,"threshold_uncertainty_score":0.9973254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3587306127839581,"score_gpt":0.4705989456598295,"score_spread":0.1118683328758714,"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."}}