{"id":"W4403209346","doi":"10.24124/2014/59564","title":"Heart failure and a palliative approach: Getting the timing right","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Right heart; Heart failure; Medicine; Cardiology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002090918,0.0002416833,0.0002334773,0.0004414479,0.002817298,0.003305149,0.0002972582,0.001112577,0.005584189],"category_scores_gemma":[0.002503834,0.0001455937,0.0002708663,0.0006086619,0.002313328,0.002483205,0.001936311,0.003872116,0.001666654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383718,"about_ca_system_score_gemma":0.007443252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633149,"about_ca_topic_score_gemma":0.007224972,"domain_scores_codex":[0.998933,0.0006320335,0.00003439728,0.00006385121,0.0002446052,0.00009213929],"domain_scores_gemma":[0.9987679,0.0003547689,0.00008066389,0.00003428441,0.0002597905,0.0005027397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006622223,0.0007447657,0.003008378,0.002325316,0.0000256947,0.0004498401,0.06117323,0.0001118217,0.001587687,0.04807517,0.4056539,0.4767781],"study_design_scores_gemma":[0.00002425119,0.0002315185,0.00791464,0.003056288,0.00001755537,0.001026957,0.03878117,0.00006783271,0.0003577099,0.01480216,0.9336939,0.00002592754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03611414,0.1997186,0.005459475,0.5162202,0.02012393,0.0003606341,0.0001370366,0.0001041924,0.2217619],"genre_scores_gemma":[0.2690125,0.3942373,0.02475942,0.1303919,0.007470443,0.0005623353,0.0001769774,0.0001171785,0.1732719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005584189,"threshold_uncertainty_score":0.01868093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068947669373809,"score_gpt":0.2853351901165316,"score_spread":0.2646457134227935,"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."}}