{"id":"W4307024079","doi":"10.1016/j.cjca.2022.08.179","title":"CREATING THE IDEAL ARTIFICIAL HEART VALVE","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Decellularization; Heart valve; Medicine; Regurgitation (circulation); Pulsatile flow; Cardiology; Internal medicine; Hemodynamics; Tissue engineering; Biomedical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00365457,0.0004048642,0.0003546963,0.0008525796,0.001380765,0.004270018,0.001199945,0.002745753,0.008848158],"category_scores_gemma":[0.005227654,0.0002987675,0.0005609494,0.0001558838,0.002793137,0.003809315,0.00311884,0.002765825,0.003291893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523109,"about_ca_system_score_gemma":0.002220218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004439673,"about_ca_topic_score_gemma":0.0009275586,"domain_scores_codex":[0.9980343,0.0004408962,0.0001128546,0.0001735529,0.001005579,0.0002328299],"domain_scores_gemma":[0.9983139,0.0003571783,0.0001211324,0.0001852204,0.0004010987,0.0006214988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002726474,0.0003225758,0.004679292,0.0007176805,0.00006346304,0.003560498,0.00129837,0.004901882,0.01641347,0.513482,0.08598287,0.3683053],"study_design_scores_gemma":[0.0001298707,0.000484195,0.002141224,0.0006689966,0.00005547893,0.01140961,0.001381121,0.009466959,0.006959091,0.2589054,0.7082627,0.0001354132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07409242,0.03187829,0.3788067,0.1865647,0.02752618,0.0002501788,0.0003552823,0.001927824,0.2985985],"genre_scores_gemma":[0.5953272,0.01469069,0.3095626,0.02082953,0.007528787,0.0001649177,0.0002246389,0.0005793683,0.05109233],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008848158,"threshold_uncertainty_score":0.02960002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022895610039088,"score_gpt":0.3058144042764694,"score_spread":0.2855854481760785,"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."}}