{"id":"W2903264040","doi":"10.1136/heartjnl-2018-313961","title":"Right ventricular fibrosis is associated with cardiac remodelling after pulmonary valve replacement","year":2018,"lang":"en","type":"article","venue":"Heart","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Fibrosis; Tetralogy of Fallot; Heart failure; Cardiac fibrosis; Population; Ventricular remodeling; Heart disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562119,0.0001765725,0.0003473079,0.00007035596,0.0001539346,0.00001581678,0.00002944279,0.00006701404,0.0006221239],"category_scores_gemma":[0.00003740094,0.0001375509,0.0002288912,0.0002538264,0.000113693,0.00006326538,0.00005691569,0.000115537,0.0003522376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384343,"about_ca_system_score_gemma":0.00006997427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003092747,"about_ca_topic_score_gemma":0.000006344492,"domain_scores_codex":[0.9986044,0.0000479767,0.0001933472,0.0003655149,0.0004287906,0.000359936],"domain_scores_gemma":[0.9991058,0.00004489845,0.00002947835,0.000384146,0.0002515302,0.0001841733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002802584,0.0006896184,0.9249868,0.0002164105,0.001968604,0.0009585393,0.001033552,0.000001386444,0.001198553,0.000008023851,0.06494818,0.001187797],"study_design_scores_gemma":[0.002102983,0.002239141,0.7659066,0.001551641,0.002046208,0.0002060962,0.0002844064,0.002795255,0.01003327,0.0001420397,0.2118537,0.0008386495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914774,0.002547695,0.0000267548,0.0008030143,0.0001596906,0.0005245676,0.0000460691,0.0001054548,0.004309308],"genre_scores_gemma":[0.994858,0.00002763479,0.0004184543,0.0009789023,0.0003119854,0.00006767827,0.00002226173,0.0000330915,0.003282041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590801,"threshold_uncertainty_score":0.6811821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136247843102459,"score_gpt":0.2505834775890949,"score_spread":0.2392209991580703,"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."}}