{"id":"W4387849582","doi":"10.1016/j.cjco.2023.10.014","title":"Quadruple Valve Replacement for Carcinoid Heart Disease","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Carcinoid Heart Disease; Medicine; Cardiology; Valve replacement; Internal medicine; Carcinoid syndrome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002341036,0.0001073283,0.0002677995,0.0000894105,0.0001113366,0.00006343021,0.0002676413,0.000003805482,0.0002551363],"category_scores_gemma":[0.0006441163,0.00009190053,0.0001058018,0.0002618412,0.0000422557,0.0001397007,0.0003990141,0.00009669157,0.0005694615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005443007,"about_ca_system_score_gemma":0.0001942621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009970599,"about_ca_topic_score_gemma":0.00001451542,"domain_scores_codex":[0.9986883,0.00003706462,0.0001672434,0.0003693264,0.0002988301,0.0004392444],"domain_scores_gemma":[0.9988164,0.0001331676,0.00002879549,0.0005402938,0.00008540797,0.0003959601],"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":[0.004692201,0.0002920358,0.06150617,0.0006007962,0.00008734837,0.001343849,0.0001038533,0.00003617116,0.006959902,0.001093826,0.9219601,0.001323781],"study_design_scores_gemma":[0.00518509,0.001247291,0.0895628,0.0001193242,0.0000756928,0.00008360884,0.0003471295,0.0005739613,0.007839754,0.002364522,0.8923671,0.0002337781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301564,0.0003776753,0.00005289391,0.0517053,0.0005506511,0.008609717,0.000159867,0.0003517865,0.008035729],"genre_scores_gemma":[0.9362727,0.00003411773,0.0009959799,0.002426803,0.0002348878,0.001384617,0.0001997901,0.00006135666,0.05838968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05035396,"threshold_uncertainty_score":0.7319465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203923626118212,"score_gpt":0.4136368112154234,"score_spread":0.3515975749542413,"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."}}