{"id":"W4293071833","doi":"10.54393/pbmj.v5i5.421","title":"The Significance of Hematologic Indices in Patients with Heart Failure","year":2022,"lang":"en","type":"article","venue":"Pakistan BioMedical Journal","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Internal medicine; Heart failure; Complete blood count; Subclinical infection; Lymphocyte; Neutrophil to lymphocyte ratio; Red blood cell distribution width; White blood cell; Gold standard (test); Blood count","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":[0.0005589741,0.0002516451,0.0003326128,0.001000595,0.0003599311,0.0006797791,0.0002501002,0.0003520034,0.001518322],"category_scores_gemma":[0.003086782,0.0001019871,0.0002539355,0.001125711,0.0002166157,0.0004301825,0.0003708588,0.0008144508,0.0002114446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225744,"about_ca_system_score_gemma":0.0003136003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007369786,"about_ca_topic_score_gemma":0.0007356391,"domain_scores_codex":[0.9994386,0.0001656022,0.00007954187,0.00007979366,0.000168714,0.00006771056],"domain_scores_gemma":[0.9987887,0.0002644743,0.0005375711,0.00005639351,0.0001969452,0.000155928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772489,0.0000405317,0.9940205,0.00003243974,0.00004017504,0.0001780532,0.00004905548,0.00003311008,0.0001622182,0.00003002699,0.000204324,0.005032226],"study_design_scores_gemma":[0.000007067567,0.0001758006,0.9973425,0.00003183256,0.0000681735,0.000910016,0.0002202544,0.0002130492,0.0001301911,0.0001347624,0.0007597398,0.000006603994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855484,0.00817093,0.0004141418,0.000499945,0.00009894886,0.00002866649,0.0005030393,0.00001601317,0.004719857],"genre_scores_gemma":[0.9985759,0.0007102811,0.000167671,0.00006214232,0.00008333432,0.00001029474,0.0001934573,0.000001953232,0.0001949034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518322,"threshold_uncertainty_score":0.005079269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005694166832623029,"score_gpt":0.2511548073725261,"score_spread":0.2454606405399031,"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."}}