{"id":"W2738062365","doi":"","title":"LibGuides: Health Statistics: Brandon, Manitoba, & Canada","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Health statistics; Statistics; Geography; Demography; Sociology; Mathematics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00287715,0.0004736817,0.00113942,0.0001982454,0.001808147,0.00001880453,0.0004497596,0.0007862234,0.01285483],"category_scores_gemma":[0.001137862,0.00038203,0.00006340098,0.0001802538,0.00005604289,0.0001643039,0.000161272,0.002988597,0.001873478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578764,"about_ca_system_score_gemma":0.02954175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9663644,"about_ca_topic_score_gemma":0.9830796,"domain_scores_codex":[0.9927298,0.0008795576,0.002818298,0.0003451745,0.001266916,0.00196019],"domain_scores_gemma":[0.9939154,0.001992972,0.00156032,0.0006374535,0.0004586736,0.001435204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001998642,0.0000128599,0.001023291,0.007224508,0.00002872803,0.000002843849,0.0008169701,4.74712e-7,1.789294e-8,0.003165251,0.9689332,0.01877193],"study_design_scores_gemma":[0.0007104143,0.00005844795,0.00148784,0.001482629,0.00002729134,0.000002422149,0.001953434,0.00008415354,1.90074e-7,0.0002494222,0.9935997,0.0003440547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001126719,0.01328303,0.02567749,0.05951001,0.06487256,0.007252811,0.01082537,0.001121297,0.8173448],"genre_scores_gemma":[0.001225851,0.01200569,0.01355257,0.3826937,0.02184066,0.0008052809,0.01788774,0.0003205947,0.5496679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3231837,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2125063595459791,"score_gpt":0.4246959357555876,"score_spread":0.2121895762096085,"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."}}