{"id":"W4412901941","doi":"10.56367/oag-047-12079","title":"Coaches help to reduce heart failure re-admissions","year":2025,"lang":"en","type":"article","venue":"Open Access Government","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heart failure; Psychology; Medicine; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009689213,0.000295185,0.000598235,0.0004547932,0.0005393863,0.00045675,0.0002581757,0.001134365,0.009314548],"category_scores_gemma":[0.005055931,0.0001733311,0.0008332848,0.0002291424,0.000208731,0.0003489414,0.0006217347,0.001086579,0.0005111044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039578,"about_ca_system_score_gemma":0.00085781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678532,"about_ca_topic_score_gemma":0.004389664,"domain_scores_codex":[0.9992693,0.0003525885,0.00005938864,0.00008675311,0.0001292051,0.0001027076],"domain_scores_gemma":[0.9982203,0.0008413246,0.0002921452,0.00007059038,0.0001408909,0.0004347938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04601854,0.06747746,0.02262921,0.005549511,0.002158981,0.0001762807,0.001015526,0.0004673306,0.006825163,0.0006090666,0.01691671,0.8301563],"study_design_scores_gemma":[0.1284007,0.2349925,0.5645661,0.007768301,0.005913397,0.0006849313,0.002759245,0.002961726,0.009556997,0.002217246,0.04002987,0.0001488659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607944,0.0122237,0.001091032,0.01162611,0.00125633,0.001560153,0.0002465544,0.0001543556,0.01104726],"genre_scores_gemma":[0.9844416,0.004878484,0.002955442,0.002817478,0.0005774286,0.0007572412,0.0001208984,0.00001087712,0.00344062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009314548,"threshold_uncertainty_score":0.03116024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035244844011512,"score_gpt":0.4042490331562205,"score_spread":0.3438965847161053,"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."}}