{"id":"W3157201039","doi":"10.2196/13513","title":"Structured Telephone Support Intervention: Improved Heart Failure Outcomes","year":2019,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Quality of life (healthcare); Heart failure; Self-management; Intervention (counseling); Pace; Regimen; Physical therapy; Family medicine; Emergency medicine; Internal medicine; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001212015,0.0001802213,0.0003449527,0.0001268716,0.00004325119,0.00003687604,0.00006274469,0.00006095694,0.003888775],"category_scores_gemma":[0.00000888609,0.0001379592,0.0002209058,0.0001295297,0.00001727574,0.0001259765,0.00007374302,0.0001499076,0.0007301536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283003,"about_ca_system_score_gemma":0.00002650989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003725387,"about_ca_topic_score_gemma":0.00003014975,"domain_scores_codex":[0.9989527,0.0000200591,0.0002417255,0.0002879614,0.0002020109,0.0002955594],"domain_scores_gemma":[0.9993937,0.00001683931,0.00005174514,0.0003845009,0.00003923151,0.0001139793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008509845,0.000291023,0.8545005,0.0004281506,0.0004102925,0.00006504495,0.0005312418,0.00000147505,0.01733541,0.000181183,0.1152338,0.01093677],"study_design_scores_gemma":[0.005263467,0.0004488139,0.4050092,0.000141166,0.0001204623,0.00005244656,0.0005892162,0.0000858132,0.003603822,0.00005420668,0.5843719,0.0002594867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714274,0.00004180819,0.0001228832,0.0231491,0.0005133167,0.001781601,0.000004101277,0.0002885585,0.002671171],"genre_scores_gemma":[0.9665534,0.000001204136,0.004113723,0.001102455,0.0001068773,0.00006706103,0.00006116,0.00002676587,0.0279673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691381,"threshold_uncertainty_score":0.9970218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009014680037677653,"score_gpt":0.2893848179378005,"score_spread":0.2803701379001229,"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."}}