{"id":"W4301446049","doi":"","title":"Heart failure.","year":2011,"lang":"en","type":"review","venue":"PubMed","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Heart failure; Medicine; Observational study; Intensive care medicine; Cardiology; Psychological intervention; Coronary artery disease; Internal medicine; Cochrane Library; Systematic review; MEDLINE; Randomized controlled trial","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":[0.002773176,0.0006782457,0.001196596,0.001710418,0.0005957116,0.002499548,0.00105302,0.001907914,0.1597583],"category_scores_gemma":[0.01754784,0.0002405903,0.001092501,0.001548253,0.0004645264,0.001835421,0.001597573,0.002307688,0.03835696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102616,"about_ca_system_score_gemma":0.003146851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388933,"about_ca_topic_score_gemma":0.002249377,"domain_scores_codex":[0.9974037,0.001036556,0.0004433562,0.0002875928,0.0006749951,0.0001538281],"domain_scores_gemma":[0.9948455,0.002180541,0.001023373,0.0001954783,0.001257461,0.0004976718],"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":[0.0003144082,0.0001303072,0.002850149,0.03122336,0.000345954,0.0002861071,0.0002538071,0.00006673931,0.0001091223,0.005070047,0.3914126,0.5679373],"study_design_scores_gemma":[0.0005189765,0.0003343493,0.0122792,0.05229291,0.0005554517,0.001708174,0.0002310888,0.00008083135,0.00009731644,0.006074615,0.9257848,0.00004230433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002720171,0.7265034,0.0009385529,0.03365553,0.01305783,0.0008826412,0.00986599,0.0003196431,0.2120563],"genre_scores_gemma":[0.06594894,0.7258843,0.003736412,0.07284789,0.01972794,0.002297133,0.01608488,0.0002017678,0.09327077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1597583,"threshold_uncertainty_score":0.5344449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09108555170735966,"score_gpt":0.3013300101375496,"score_spread":0.21024445843019,"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."}}