{"id":"W3023354945","doi":"","title":"Community-based care for the specialized management of heart failure: an evidence-based analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Heart failure; Management of heart failure; Computer science; Risk analysis (engineering); Medicine; Public relations; Medical emergency; Computer security; Political science; Cardiology","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":[0.02519223,0.001107157,0.002247981,0.0123044,0.0007210977,0.003594786,0.001451797,0.001656007,0.005728003],"category_scores_gemma":[0.05727997,0.0004487851,0.004760301,0.01154124,0.0006204137,0.00150852,0.001598106,0.001825892,0.0004201178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007003228,"about_ca_system_score_gemma":0.01720098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551262,"about_ca_topic_score_gemma":0.04494316,"domain_scores_codex":[0.9782674,0.008669733,0.00386697,0.000609927,0.008087784,0.0004981819],"domain_scores_gemma":[0.9578952,0.02114766,0.01111402,0.000643643,0.007978083,0.001221354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00266198,0.0006666508,0.04323798,0.2847958,0.02751962,0.0002046673,0.0004676021,0.0009507395,0.0002095299,0.003226901,0.02370263,0.6123559],"study_design_scores_gemma":[0.003502319,0.002254865,0.1527515,0.6610431,0.08176617,0.0004990298,0.0008384886,0.001425901,0.0006310986,0.002223612,0.09291152,0.0001524327],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005766412,0.9776466,0.000638406,0.008212702,0.000552859,0.001399425,0.002473446,0.00002029982,0.003289674],"genre_scores_gemma":[0.2297981,0.7506551,0.00752801,0.005311085,0.0009618577,0.001613453,0.003550155,0.00002040286,0.0005618659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02519223,"threshold_uncertainty_score":0.1332309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6265112831509675,"score_gpt":0.6083437055067673,"score_spread":0.01816757764420018,"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."}}