{"id":"W4414714028","doi":"10.1016/j.cjca.2025.08.238","title":"P149 EARLY DETECTION, EQUITABLE CARE: PILOTING A HEART FAILURE SCREENING PATHWAY IN FIRST NATIONS COMMUNITIES IN NORTHERN ONTARIO","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Heart failure; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001439122,0.0003063783,0.0003140036,0.0004858143,0.01146827,0.00256453,0.001786815,0.001271761,0.005131932],"category_scores_gemma":[0.004952928,0.000479186,0.0004741143,0.0007329433,0.001822703,0.0008194322,0.002986314,0.00169584,0.0004232581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05898764,"about_ca_system_score_gemma":0.1934794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843205,"about_ca_topic_score_gemma":0.997225,"domain_scores_codex":[0.9979861,0.0003482758,0.00006166816,0.0001409917,0.0003402645,0.001122749],"domain_scores_gemma":[0.9893657,0.0005773486,0.0004708202,0.0001808775,0.002095237,0.007310031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009847442,0.002685255,0.7123583,0.001073099,0.0001161927,0.009347444,0.06774008,0.002630327,0.004953203,0.00344998,0.07901774,0.1156436],"study_design_scores_gemma":[0.0003439513,0.001461264,0.8052312,0.0009791524,0.0001039218,0.001076288,0.1386415,0.003488997,0.0008316182,0.001213011,0.04646643,0.0001627418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944321,0.0005613518,0.00115569,0.02747353,0.0002928436,0.001645211,0.0009420447,0.0001240668,0.02348418],"genre_scores_gemma":[0.9772089,0.0007539629,0.006011613,0.005996351,0.00009037496,0.000602857,0.0003889424,0.00006100478,0.008886041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05898764,"threshold_uncertainty_score":0.4279873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315754939250034,"score_gpt":0.2323919854166928,"score_spread":0.2192344360241925,"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."}}