{"id":"W2804990199","doi":"10.1007/s13239-018-0360-3","title":"Editorial: Special Issue on Heart Valve Mechanobiology","year":2018,"lang":"en","type":"editorial","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Mechanobiology; Heart valve; Computer science; Engineering; Data science; Medicine; Cardiology; Anatomy","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":[0.005773567,0.004712781,0.00466048,0.005086828,0.003379692,0.008114079,0.003577028,0.02053404,0.022444],"category_scores_gemma":[0.0218424,0.001547717,0.003144853,0.001497751,0.002323973,0.004033491,0.002908333,0.0166121,0.01387949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973506,"about_ca_system_score_gemma":0.002662832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009267,"about_ca_topic_score_gemma":0.003584038,"domain_scores_codex":[0.9955696,0.0007636784,0.0006042757,0.0006128845,0.002032456,0.0004170926],"domain_scores_gemma":[0.9842237,0.005181154,0.002055944,0.0004687146,0.005465815,0.002604724],"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":[0.0000458684,0.00001525576,0.00003820118,0.0002117849,0.00002528028,0.0001918332,0.000009544797,0.00002123367,0.00006102826,0.0001290238,0.9941186,0.005132425],"study_design_scores_gemma":[0.0001452453,0.00004257331,0.0003731303,0.0005995255,0.0001174307,0.0004325276,0.00003846949,0.0001717656,0.0001525604,0.0009023736,0.996999,0.0000254246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002486721,0.00427287,0.000066329,0.02029516,0.9744918,0.00001035409,0.00002816067,0.00003067275,0.0007798253],"genre_scores_gemma":[0.0002071433,0.002183402,0.00005228339,0.01115606,0.9823129,0.00001220444,0.00002194287,0.00001865469,0.004035371],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.022444,"threshold_uncertainty_score":0.07508272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003192069366008973,"score_gpt":0.2454449487400958,"score_spread":0.2422528793740869,"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."}}