{"id":"W3022583394","doi":"10.1016/j.jcct.2016.01.010","title":"President's Page","year":2016,"lang":"en","type":"editorial","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cardiac skeleton; Cardiology; Valve replacement; Internal medicine; Stenosis; Regurgitation (circulation); Aortic valve replacement; Radiology","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":[0.007604689,0.003878494,0.004770966,0.00532012,0.004402125,0.01255115,0.003201498,0.0225208,0.1162171],"category_scores_gemma":[0.03274127,0.001667651,0.003474962,0.002022541,0.001821486,0.005073428,0.003611992,0.01837421,0.09603878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604964,"about_ca_system_score_gemma":0.005126583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158171,"about_ca_topic_score_gemma":0.008735317,"domain_scores_codex":[0.9938735,0.0008847248,0.0005966104,0.0006089495,0.003432036,0.0006042567],"domain_scores_gemma":[0.9823955,0.0033359,0.001614227,0.0006121933,0.006555276,0.005486941],"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":[0.0000122526,0.000009086189,0.00001372344,0.00004593309,0.000003932882,0.00003906974,0.000003187567,0.000008719399,0.00001440178,0.00009954253,0.9965397,0.003210442],"study_design_scores_gemma":[0.00007227877,0.00002890623,0.0002249652,0.0003219639,0.00002248829,0.00009878424,0.0000309188,0.00007389169,0.00003735782,0.0006162117,0.9984552,0.00001704441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003364766,0.002625276,0.00006257751,0.04129158,0.9469998,0.00004489944,0.00007774993,0.00009022453,0.00877425],"genre_scores_gemma":[0.0004059519,0.002888515,0.00013078,0.04276865,0.8710366,0.00007548998,0.0001126846,0.00009747799,0.08248381],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1162171,"threshold_uncertainty_score":0.3887848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005946908027940402,"score_gpt":0.2792596567817992,"score_spread":0.2733127487538588,"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."}}