{"id":"W4361017418","doi":"10.1714/4004.39820","title":"Stenosi valvolare aortica degenerativa: alla ricerca di una prevenzione farmacologica","year":2023,"lang":"en","type":"review","venue":"Giornale italiano di cardiologia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Calcification; Pathogenesis; Stenosis; Pathophysiology; Cardiology; Aortic valve; Population; Valve replacement; Internal medicine","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":[0.0004411703,0.0005635695,0.001038629,0.001476174,0.0001923546,0.001018168,0.0004594679,0.0009132013,0.002352089],"category_scores_gemma":[0.0006609897,0.000166172,0.0004372882,0.001086395,0.0004883329,0.0008582028,0.0004424508,0.001573184,0.001260208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994421,"about_ca_system_score_gemma":0.0008174311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666824,"about_ca_topic_score_gemma":0.001028639,"domain_scores_codex":[0.9998431,0.00003378819,0.00002497382,0.00003351604,0.00004910417,0.00001536151],"domain_scores_gemma":[0.9996763,0.0001891928,0.00004157093,0.00001004632,0.00006142836,0.00002144538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001234159,0.00009302817,0.0003244118,0.01982384,0.000143173,0.0003107333,0.00008208541,0.0002330492,0.002271239,0.004138937,0.02917652,0.9432796],"study_design_scores_gemma":[0.00004118607,0.0002147875,0.002038141,0.006567536,0.0002147353,0.003840179,0.00007674965,0.0001327056,0.0007775203,0.002595637,0.9834771,0.00002367988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001411101,0.9985732,0.00009069213,0.000395509,0.0001897232,0.000002055999,0.00000974996,0.000004899045,0.0005930712],"genre_scores_gemma":[0.00101146,0.997734,0.0001571077,0.0003071748,0.000361308,0.000003976361,0.00002279134,0.000001623736,0.0004006884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002352089,"threshold_uncertainty_score":0.007868528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08088886086013657,"score_gpt":0.4197981123787199,"score_spread":0.3389092515185833,"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."}}