{"id":"W4402147713","doi":"10.14740/cr1625","title":"National Estimates for the Percentage of All Readmissions With Demographic Features, Morbidity, Overall and Gender-Specific Mortality of Transcutaneous Versus Open Surgical Tricuspid Valve Replacement/Repair","year":2024,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tricuspid valve; Valve replacement; Cardiology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001973112,0.0003282089,0.0004128296,0.002315219,0.0002110367,0.0005509127,0.0007645008,0.0003302311,0.002094258],"category_scores_gemma":[0.00736087,0.0002585472,0.001497812,0.002505556,0.0001273595,0.0007263311,0.001151053,0.0006218036,0.000788625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287365,"about_ca_system_score_gemma":0.001139911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03350336,"about_ca_topic_score_gemma":0.03581345,"domain_scores_codex":[0.9978695,0.000470428,0.0005465993,0.0003421976,0.0005558401,0.0002154306],"domain_scores_gemma":[0.9936188,0.0007622223,0.003172345,0.0002653519,0.001867966,0.0003133743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477589,0.00005294702,0.9483111,0.0006676016,0.0007917268,0.00008104652,0.000182711,0.001430338,0.0002358252,0.00070601,0.03414427,0.01324868],"study_design_scores_gemma":[0.00001686331,0.00006898335,0.9858189,0.0002791434,0.0001584294,0.0003021099,0.0003955686,0.001280597,0.0002008061,0.0002168161,0.01123964,0.0000222219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.4009055,0.003072386,0.003781877,0.001466358,0.00016142,0.0001141071,0.5822133,0.0001889648,0.008096114],"genre_scores_gemma":[0.656449,0.002012474,0.004150323,0.0006960745,0.00008997323,0.0004382649,0.3346452,0.00004325365,0.001475438],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03350336,"threshold_uncertainty_score":0.06661671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009044137932044,"score_gpt":0.5285908326561726,"score_spread":0.2276864188629681,"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."}}