{"id":"W4240782601","doi":"10.21203/rs.2.15263/v1","title":"Is geographical isolation associated with poorer outcomes for Northern Manitoba First Nation communities?","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Geography; Population; Demography; Colonialism; Mental health; Health care; Medicine; Gerontology; Socioeconomics; Environmental health; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543575,0.0002513473,0.0002398002,0.0009240993,0.00125176,0.0009709164,0.0006449423,0.0003234183,0.001945155],"category_scores_gemma":[0.002368196,0.0002040546,0.000337184,0.001789862,0.0008928095,0.0004034783,0.001072581,0.0005692084,0.0001342296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734567,"about_ca_system_score_gemma":0.004752792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5927939,"about_ca_topic_score_gemma":0.7721909,"domain_scores_codex":[0.999642,0.00008169661,0.00002132367,0.00006457066,0.00004806105,0.0001423882],"domain_scores_gemma":[0.9979507,0.0001325334,0.0009837041,0.0000852834,0.0002826959,0.0005651365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741796,0.00001464476,0.9985476,0.000009729138,0.00001870883,0.00004524536,0.000436551,0.00001784835,0.00005700316,0.00001646643,0.0001105938,0.0007083051],"study_design_scores_gemma":[0.000001145651,0.000008847253,0.9979842,0.00001453531,0.000007614112,0.00003007428,0.001797354,0.00003944346,0.00001382988,0.00001163974,0.00008932528,0.000001984552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998794,0.0001467515,0.00002282944,0.0003122405,0.000006366729,0.00000563976,0.0002861555,0.000001620114,0.0004245112],"genre_scores_gemma":[0.9995286,0.0001132854,0.00004764654,0.00005382362,0.000006367489,0.000007001747,0.0001533111,9.390506e-7,0.00008897776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072061,"threshold_uncertainty_score":0.8192084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991489455258034,"score_gpt":0.4593736743942244,"score_spread":0.260224728868421,"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."}}