{"id":"W2911728172","doi":"10.1186/s13643-019-0953-4","title":"Comparative effectiveness of the different components of care provided in heart failure clinics—protocol for a systematic review and network meta-analysis","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Waterloo; Ted Rogers Centre for Heart Research; Institute for Clinical Evaluative Sciences; University of Manitoba; Mount Sinai Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Peter Munk Cardiac Centre, University Health Network; Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Context (archaeology); Randomized controlled trial; Psychological intervention; Protocol (science); Emergency department; Guideline; Systematic review; Cohort study; MEDLINE; Emergency medicine; Intensive care medicine; Alternative medicine; Internal medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08569352,0.006840888,0.02548512,0.009513154,0.002294523,0.007646468,0.005575921,0.006305285,0.06014878],"category_scores_gemma":[0.121488,0.004376484,0.03729814,0.009507004,0.003396648,0.005661381,0.004786755,0.006524425,0.004876186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285541,"about_ca_system_score_gemma":0.02063484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005597298,"about_ca_topic_score_gemma":0.007587431,"domain_scores_codex":[0.9576069,0.02184067,0.01079665,0.003709153,0.004463758,0.001582906],"domain_scores_gemma":[0.9626796,0.01757584,0.008131218,0.004006766,0.006343769,0.001262833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03648193,0.0004472836,0.001370011,0.8475314,0.05890707,0.0003663261,0.0009988787,0.003271403,0.0009439663,0.004985148,0.0227054,0.02199131],"study_design_scores_gemma":[0.2384409,0.004781125,0.01058822,0.3535173,0.2022607,0.0005083764,0.001233034,0.009545667,0.003330379,0.02680227,0.1481626,0.000829476],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001004954,0.004291092,0.003538325,0.0005245142,0.0005243897,0.9818221,0.007385379,0.0002494301,0.0006597071],"genre_scores_gemma":[0.000973026,0.0005992504,0.002587999,0.0001314936,0.00001909759,0.9950033,0.0005084313,0.00001298821,0.0001644813],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08569352,"threshold_uncertainty_score":0.453196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386432024587811,"score_gpt":0.4617712599392362,"score_spread":0.2231280574804551,"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."}}