{"id":"W2797934830","doi":"10.1002/ejhf.1000","title":"April 2018 at a Glance: Focus on Prognostic Variables","year":2018,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Internal medicine; Heart failure; Ejection fraction; Cardiology; Aliskiren; Natriuretic peptide; Brain natriuretic peptide; Myocardial infarction; Diabetes mellitus; Biomarker; Renin–angiotensin system; Blood pressure; Endocrinology","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":[0.0064244,0.0007814555,0.001351701,0.001989482,0.0008479386,0.006265219,0.001626626,0.002532365,0.0646135],"category_scores_gemma":[0.0273299,0.0003934595,0.0007271105,0.002082581,0.00135069,0.005205255,0.002609094,0.007040819,0.02918513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145711,"about_ca_system_score_gemma":0.001579511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936562,"about_ca_topic_score_gemma":0.003385084,"domain_scores_codex":[0.998001,0.0008575876,0.0001604702,0.0002848978,0.0005294651,0.0001666085],"domain_scores_gemma":[0.9847329,0.006863158,0.0008454244,0.001201923,0.004833458,0.001523019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001528825,0.00003357974,0.003575012,0.0004876497,0.00006803844,0.0001178009,0.00012127,0.00004865351,0.0001415727,0.003093903,0.7706952,0.2214644],"study_design_scores_gemma":[0.00005841841,0.00007673999,0.00705774,0.003884797,0.00007477446,0.0006642278,0.0002751214,0.0001930655,0.0001235979,0.007557796,0.9799998,0.00003389282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002540846,0.2884116,0.003234934,0.5853317,0.08427303,0.00004091448,0.001896215,0.000464503,0.03380629],"genre_scores_gemma":[0.03991459,0.2726404,0.004748162,0.201897,0.4177077,0.0001480706,0.002961041,0.001118454,0.0588646],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0646135,"threshold_uncertainty_score":0.2161537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347687737739485,"score_gpt":0.2340790645304879,"score_spread":0.2206021871530931,"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."}}