{"id":"W4282000590","doi":"10.52692/1857-0011.2022.1-72.09","title":"Fragility syndrome in patients with chronic heart failure","year":2022,"lang":"en","type":"article","venue":"Bulletin of the Academy of Sciences of Moldova Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Comorbidity; Fragility; Internal medicine; Charlson comorbidity index; Population; Cardiology; Pediatrics","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":[0.0002324635,0.000204959,0.000315182,0.0007987554,0.0005658905,0.0003272952,0.0001484089,0.0003326693,0.003862982],"category_scores_gemma":[0.001279522,0.00008206812,0.0002447064,0.0008985795,0.000185722,0.0002854746,0.0003490903,0.0005172606,0.0002258593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697162,"about_ca_system_score_gemma":0.0002395418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084234,"about_ca_topic_score_gemma":0.002048271,"domain_scores_codex":[0.9997558,0.00005210615,0.00002447048,0.0000349381,0.00007332093,0.00005943342],"domain_scores_gemma":[0.9996599,0.00005887977,0.0001359292,0.00001061476,0.00003530067,0.00009935645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405342,0.00003661908,0.9954063,0.0000277726,0.00002028405,0.0006640336,0.00007994584,0.00001455347,0.0001163256,0.00003169843,0.0003563457,0.003192111],"study_design_scores_gemma":[0.000005101223,0.00006855845,0.9970376,0.00002734215,0.00001373302,0.002218185,0.0001477547,0.00005231648,0.00001705089,0.00005244982,0.0003560599,0.000003753143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908722,0.003458044,0.0001308864,0.0004489672,0.00007559394,0.00003368103,0.0004743258,0.000006958805,0.004499381],"genre_scores_gemma":[0.9986435,0.0006247273,0.00005358454,0.0001103757,0.00008253769,0.00001518069,0.0002424382,6.197968e-7,0.000227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003862982,"threshold_uncertainty_score":0.01292294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187285081452244,"score_gpt":0.2728092875162925,"score_spread":0.2540807793710681,"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."}}