{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1812652,0.0007229707,0.0009365259,0.005786764,0.01289723,0.01547551,0.003806432,0.003770839,0.006372842],"category_scores_gemma":[0.25966,0.00107531,0.001188482,0.006188555,0.0409142,0.01694153,0.02704674,0.008829055,0.001422877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009179466,"about_ca_system_score_gemma":0.03286876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202599,"about_ca_topic_score_gemma":0.00476367,"domain_scores_codex":[0.762229,0.1717558,0.01009446,0.01216967,0.04075592,0.0029951],"domain_scores_gemma":[0.6726942,0.2343688,0.01551678,0.041168,0.03092963,0.005322509],"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":[0.0000756029,0.00004517263,0.005188555,0.001017309,0.0000757021,0.0007611855,0.1841539,0.0007189546,0.0008204821,0.6994408,0.01836328,0.0893391],"study_design_scores_gemma":[0.00002230901,0.00006311986,0.00219839,0.002177639,0.00005029504,0.0006533079,0.03784303,0.001187818,0.001555637,0.5025372,0.4516346,0.00007668998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04221302,0.006915646,0.5419232,0.1762875,0.003344067,0.002386503,0.0009912656,0.0006419653,0.2252969],"genre_scores_gemma":[0.611437,0.003772657,0.3423731,0.01194526,0.001565792,0.003047382,0.001126938,0.0006854887,0.02404635],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1812652,"threshold_uncertainty_score":0.9586332,"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."}}