{"id":"W2947150845","doi":"10.1186/s13690-019-0353-1","title":"An allied research paradigm for epidemiology research with Indigenous peoples","year":2019,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; University of Northern British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research; Northwestern University","keywords":"Indigenous; Health services research; Epidemiology; Public health; Health informatics; Medicine; Political science; Nursing; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04131888,0.0001333863,0.0005027935,0.0008723701,0.008108205,0.00005760165,0.0009719488,0.000147075,0.00007428952],"category_scores_gemma":[0.0003485093,0.0001013958,0.00006424092,0.000823376,0.001707522,0.0003100615,0.000006615939,0.0006021027,0.00004500826],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387955,"about_ca_system_score_gemma":0.115498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2875856,"about_ca_topic_score_gemma":0.798514,"domain_scores_codex":[0.9839813,0.01106478,0.0006313196,0.0006235854,0.000807868,0.002891146],"domain_scores_gemma":[0.9845333,0.01297837,0.0002540975,0.0007109861,0.0004604479,0.001062828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004014346,0.0002734344,0.01320525,0.000195387,0.00001306175,1.873889e-7,0.4686171,0.000002648016,0.000001786045,0.5144864,0.00009643914,0.003068174],"study_design_scores_gemma":[0.0005455576,0.003361979,0.04371861,0.00007837475,0.00000184849,0.000002592415,0.08606017,0.0000434792,0.00000933568,0.07517546,0.7908143,0.0001883192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234165,0.0007083553,0.001239458,0.01943747,0.0002550952,0.004187045,0.00003751661,0.00006184835,0.05065672],"genre_scores_gemma":[0.9781033,0.01071478,0.005668066,0.0002027914,0.0006465683,0.00006711773,0.0001178128,0.00003667514,0.004442905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7907178,"threshold_uncertainty_score":0.9931831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526544891921922,"score_gpt":0.4986686172749827,"score_spread":0.2460141280827904,"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."}}