{"id":"W8581581","doi":"10.1161/circ.124.suppl_21.a17680","title":"Abstract 17680: A Comparison of Primary Care, Home-Based Telemonitoring, Telemonitoring with Video, or Specialist Directed Heart Failure Clinic Care for Patients with High Risk Heart Failure","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saint John Regional Hospital; Memorial University of Newfoundland; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Heart failure; Primary care; Telemedicine; Medical emergency; Emergency medicine; Cardiology; Health care; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006615819,0.0003735894,0.0009313942,0.0002207113,0.001070266,0.00003231204,0.0001711471,0.0004576635,0.0001713283],"category_scores_gemma":[0.0003011372,0.0002824336,0.0001147356,0.0004454187,0.00007100271,0.0004810088,0.00002991712,0.000822091,0.00003245584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832038,"about_ca_system_score_gemma":0.001135084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006920284,"about_ca_topic_score_gemma":0.006041941,"domain_scores_codex":[0.9960147,0.0007474374,0.001333987,0.0006038478,0.0006643501,0.0006357364],"domain_scores_gemma":[0.9944769,0.001271286,0.001649636,0.0006150409,0.001733249,0.0002539519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524309,0.0001748843,0.9846233,0.003631772,0.0000641009,0.000001168392,0.006680384,0.00005220055,0.00005280856,0.000007936015,0.0008922487,0.002294863],"study_design_scores_gemma":[0.003411942,0.0007658962,0.9478248,0.001664626,0.0001274301,5.545865e-7,0.007792138,0.00001248215,0.0001682742,0.000005830885,0.03787226,0.0003537902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993311,0.000232672,0.0002285309,0.000126996,0.001341188,0.003875448,0.000314077,0.0002234755,0.000346581],"genre_scores_gemma":[0.9824595,0.000004056114,0.01521365,0.00004333658,0.001199322,0.0003637949,0.0005964637,0.0001022535,0.00001757768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03698001,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07977485967829102,"score_gpt":0.3883599912713113,"score_spread":0.3085851315930203,"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."}}