{"id":"W3176469351","doi":"10.23889/ijpds.v6i1.1417","title":"SEEDS of Indigenous Population Health Data Linkage","year":2021,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations Health and Social Secretariat of Manitoba; Laurentian University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Linkage (software); Indigenous; Geography; Population; Genetics; Biology; Sociology; Demography; Gene; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006130624,0.0001006628,0.0001864365,0.00036417,0.005516765,0.0003917206,0.003275933,0.00007245209,0.00008995493],"category_scores_gemma":[0.0003310782,0.00009477534,0.00004169574,0.0006661,0.0002192525,0.003845236,0.00005350196,0.0001755941,0.00000700609],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592809,"about_ca_system_score_gemma":0.0202775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07993927,"about_ca_topic_score_gemma":0.3325344,"domain_scores_codex":[0.9964646,0.0002068527,0.0007722233,0.0004865996,0.001628911,0.0004408348],"domain_scores_gemma":[0.9963893,0.0001551398,0.0008067436,0.0008494753,0.00154044,0.0002588744],"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":[0.0001067571,0.001122081,0.1779838,0.0001391612,0.0001682073,0.00002089549,0.1860411,0.0006323751,0.0001252638,0.5596936,0.003396446,0.07057036],"study_design_scores_gemma":[0.000663358,0.00008567411,0.1985572,0.0001968242,0.00002892148,0.0001075115,0.004059036,0.002900035,0.00009452266,0.01054451,0.7824262,0.0003362369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450424,0.001047608,0.01675655,0.007649786,0.0207799,0.001294583,0.002677911,0.00009141635,0.004659883],"genre_scores_gemma":[0.9685302,0.00415621,0.01580705,0.0002783508,0.002293774,0.000001113533,0.00736643,0.0000157395,0.001551092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7790298,"threshold_uncertainty_score":0.9957779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291446882645245,"score_gpt":0.4530017228340472,"score_spread":0.3600872540075947,"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."}}