{"id":"W2035705432","doi":"10.1159/000360767","title":"Determination of the Optimal Echocardiographic Scoring System to Quantify Carcinoid Heart Disease","year":2014,"lang":"en","type":"article","venue":"Neuroendocrinology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Carcinoid syndrome; Internal medicine; Natriuretic peptide; Heart failure; Cardiology; Scoring system; Gastroenterology; Heart disease; Endocrinology","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":[0.008687189,0.0005683115,0.000933956,0.001644263,0.0003135582,0.0008338701,0.0004654688,0.0006177448,0.0008992524],"category_scores_gemma":[0.0139696,0.00019518,0.0004119211,0.0007141131,0.0004823593,0.0008095047,0.0007278353,0.0004209139,0.0004376551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165247,"about_ca_system_score_gemma":0.000456347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003720515,"about_ca_topic_score_gemma":0.0005776302,"domain_scores_codex":[0.9975691,0.001220903,0.0003733743,0.0002383789,0.0004635635,0.0001346001],"domain_scores_gemma":[0.9922654,0.002950802,0.00179232,0.0003962677,0.001850979,0.0007442216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003716556,0.00006468416,0.9862849,0.00003670107,0.00004739526,0.0000676897,0.00009611119,0.0003336863,0.002096583,0.00004396348,0.0002387855,0.01031793],"study_design_scores_gemma":[0.00007399546,0.001137307,0.9896713,0.00003790056,0.0000682255,0.0009313233,0.0003099799,0.005542939,0.00160351,0.0001607883,0.0004405782,0.00002225621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924688,0.000684096,0.005523638,0.0001219356,0.00003207713,0.0001568395,0.0001624617,0.00002723893,0.000822927],"genre_scores_gemma":[0.9913099,0.0001209912,0.008168286,0.00002407348,0.00002577491,0.00007695218,0.0001928329,0.000007022774,0.00007423611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008687189,"threshold_uncertainty_score":0.04594278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980677789346133,"score_gpt":0.3015711748114643,"score_spread":0.281764396918003,"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."}}