{"id":"W2907000110","doi":"10.1080/24748706.2018.1562266","title":"Bioprosthetic Valve Dysfunction: A Complex Biological Process","year":2018,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Process (computing); Computer science; Medicine; Programming language","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":[0.001307397,0.0005373489,0.000634715,0.001428817,0.0006410017,0.003400873,0.0005034253,0.001633419,0.00321811],"category_scores_gemma":[0.004243878,0.0003025479,0.0003201017,0.0007891648,0.002395291,0.002813477,0.001664903,0.004912053,0.001488578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008380637,"about_ca_system_score_gemma":0.001699184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889697,"about_ca_topic_score_gemma":0.003022238,"domain_scores_codex":[0.9989983,0.0002213206,0.0001031219,0.0001445141,0.0004769816,0.00005578629],"domain_scores_gemma":[0.9979568,0.000871292,0.0003852284,0.0001141186,0.0004221781,0.0002503712],"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":[0.00007031163,0.00004989979,0.00733297,0.00101184,0.0000962597,0.001560941,0.000700109,0.0002033543,0.001414983,0.01704634,0.6173462,0.3531669],"study_design_scores_gemma":[0.00003166377,0.000178331,0.0197937,0.004651743,0.00007723016,0.01757281,0.001901183,0.0007378788,0.0009578695,0.04285379,0.9111506,0.00009324971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007121351,0.5640727,0.003875539,0.3921685,0.01724948,0.00003247467,0.0003664906,0.0002087032,0.01490492],"genre_scores_gemma":[0.1056689,0.7042995,0.006411245,0.09084802,0.06959507,0.00006000534,0.000435536,0.0001985194,0.02248322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003400873,"threshold_uncertainty_score":0.01076567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693760189387749,"score_gpt":0.3857720148362368,"score_spread":0.3488344129423593,"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."}}