{"id":"W3131671512","doi":"10.32799/ijih.v16i2.33106","title":"Hā Ora: Reflecting on a Kaupapa Māori Community-Engaged Co-design Approach to Lung Cancer Research","year":2021,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Aotearoa; Timeline; Premise; Community engagement; Public relations; Sociology; Nursing; Medicine; Medical education; Political science; Gender studies; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03218804,0.0002064792,0.0004949218,0.0007262759,0.007528169,0.00004706325,0.0008393515,0.0001590858,0.0002582714],"category_scores_gemma":[0.0009551072,0.0001836781,0.0001056656,0.0005595196,0.00004172044,0.0001421341,0.0001582804,0.009409308,0.00009324907],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005577926,"about_ca_system_score_gemma":0.009784237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475186,"about_ca_topic_score_gemma":0.001351292,"domain_scores_codex":[0.9711055,0.02383498,0.001670176,0.00025643,0.00203074,0.00110214],"domain_scores_gemma":[0.9909667,0.004206538,0.001000816,0.0003509566,0.002675977,0.0007990476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003793093,0.004757244,0.07762168,0.003019706,0.0006153409,0.0002168877,0.8127644,0.002436286,0.000765129,0.001379046,0.0700678,0.02256336],"study_design_scores_gemma":[0.01830561,0.01841334,0.03936263,0.03510941,0.000092409,0.0005128038,0.6757465,0.0008689958,0.006305531,0.002984234,0.2004898,0.00180877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565609,0.001445021,0.00609114,0.007166656,0.00546492,0.002752601,0.0001822444,0.00004782632,0.02028867],"genre_scores_gemma":[0.964827,0.001014932,0.008009443,0.02233682,0.001855297,0.0001701261,0.0001504491,0.00006089126,0.001575072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370179,"threshold_uncertainty_score":0.9982395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7065512765945307,"score_gpt":0.6345245331704181,"score_spread":0.07202674342411253,"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."}}