{"id":"W3215510053","doi":"10.1136/heartjnl-2021-320121","title":"Outcome and right ventricle remodelling after valve replacement for pulmonic stenosis","year":2021,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Pulmonic stenosis; Ventricle; Cardiology; Internal medicine; Pulmonary valve stenosis; Stenosis; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009498118,0.0002681403,0.0003575904,0.0006941772,0.0003518962,0.0005577504,0.0002418057,0.0004926142,0.0009211212],"category_scores_gemma":[0.003731885,0.0001419251,0.0004400717,0.0003831104,0.0004432698,0.0003248165,0.0003806816,0.0005651396,0.0001871362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882465,"about_ca_system_score_gemma":0.0001808616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303062,"about_ca_topic_score_gemma":0.0005258342,"domain_scores_codex":[0.9994403,0.0001751529,0.00007000651,0.00008732347,0.0001017492,0.000125508],"domain_scores_gemma":[0.994804,0.001264743,0.002783457,0.0001844469,0.0002278245,0.0007355717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282858,0.0000149629,0.9986829,0.000005366129,0.00002186052,0.0002763644,0.00002618486,0.00003299562,0.0001147131,0.000007975328,0.0000170993,0.0006711854],"study_design_scores_gemma":[0.00000547717,0.0001708937,0.9975402,0.000006092727,0.00002073408,0.001960953,0.00004232657,0.0001137388,0.00005963535,0.00002661575,0.00004994419,0.000003354362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993344,0.0003851924,0.00003861001,0.00002786066,0.000004410425,0.000002234359,0.0000423993,0.000001526977,0.0001633594],"genre_scores_gemma":[0.9998134,0.00006502007,0.00001435306,0.000006472616,0.0000141085,0.000001499675,0.00006602125,5.028791e-7,0.0000187138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009498118,"threshold_uncertainty_score":0.005023181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463559026456153,"score_gpt":0.3483125333663244,"score_spread":0.3236769431017629,"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."}}