{"id":"W4415586823","doi":"10.21083/crrf.v36i1.8115","title":"Heart Failure Screening in Moose Factory, Ontario: Early Results and Lessons Learned to Facilitate Early Intervention and Specialist Cardiology Care in the James and Hudson Bay region","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Heart failure; Intervention (counseling); General partnership; Health care; Bay; Clinical nurse specialist; Public health; Care pathway","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009311408,0.0001921558,0.0001664025,0.0004106765,0.006395807,0.001369631,0.001232533,0.0005693053,0.002795767],"category_scores_gemma":[0.00269912,0.000352272,0.0002111106,0.000798443,0.00175616,0.000555762,0.001948857,0.0009698743,0.0002162387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03128775,"about_ca_system_score_gemma":0.1000853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860227,"about_ca_topic_score_gemma":0.9964029,"domain_scores_codex":[0.9989871,0.0001852806,0.00003770078,0.00005666881,0.0003162315,0.0004170092],"domain_scores_gemma":[0.9971761,0.0002273917,0.0001841629,0.00007536215,0.000742476,0.001594557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003604893,0.000629373,0.6061391,0.0009028507,0.0000618246,0.01009439,0.1124043,0.0007308269,0.005356008,0.002313271,0.03859291,0.2224147],"study_design_scores_gemma":[0.00006102184,0.0002595369,0.8696576,0.0004761302,0.00002172144,0.0006782584,0.06692757,0.0004300814,0.0003413843,0.0002737716,0.06080664,0.00006631658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462381,0.004308003,0.0007130631,0.02826113,0.0001458307,0.0002884455,0.0003494284,0.00006560083,0.01963046],"genre_scores_gemma":[0.9813452,0.003961102,0.002063787,0.002708303,0.00003477311,0.00009020104,0.000228639,0.00002831791,0.009539602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128775,"threshold_uncertainty_score":0.2270096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03922015636621357,"score_gpt":0.3020033055784738,"score_spread":0.2627831492122602,"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."}}