{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234733,0.000267027,0.0003655748,0.000277377,0.0001777004,0.0002440426,0.000192947,0.0004526799,0.006865423],"category_scores_gemma":[0.001909585,0.00006517729,0.0004103491,0.0001624948,0.00009075928,0.0001881435,0.0003261117,0.0003425895,0.000309528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733631,"about_ca_system_score_gemma":0.0007103292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008522028,"about_ca_topic_score_gemma":0.001335403,"domain_scores_codex":[0.9996781,0.0001697185,0.0000298965,0.0000351869,0.00004837567,0.0000386853],"domain_scores_gemma":[0.999556,0.0001293141,0.0001140884,0.00001495233,0.00004177591,0.0001438172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07095814,0.07065529,0.0292358,0.006009856,0.001339971,0.0003124303,0.001112437,0.001347897,0.006768955,0.0003862636,0.009144074,0.8027288],"study_design_scores_gemma":[0.123611,0.3032085,0.5454673,0.002377329,0.00236921,0.0006479224,0.0008654051,0.006192494,0.003318893,0.0008045811,0.01106696,0.00007034012],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940403,0.0006939913,0.0002988547,0.0004694665,0.0001209946,0.0009817076,0.0003213468,0.00006658475,0.003006632],"genre_scores_gemma":[0.9948715,0.000416305,0.001467946,0.0003272801,0.0001131315,0.001294662,0.0003542987,0.000002044946,0.001152862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006865423,"threshold_uncertainty_score":0.0229671,"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."}}