{"id":"W2786429469","doi":"10.4244/eijv13i15a283","title":"Standardising definitions for bioprosthetic structural valve deterioration and failure: the European avant-garde","year":2018,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Avant garde; Art history","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":[0.08666868,0.001636813,0.002536828,0.006001684,0.0006678095,0.006250306,0.00578897,0.003334724,0.001842967],"category_scores_gemma":[0.0717604,0.0005940169,0.004174472,0.003279719,0.002370261,0.003224504,0.007015963,0.004846739,0.000913757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004218385,"about_ca_system_score_gemma":0.005701351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006407934,"about_ca_topic_score_gemma":0.004061193,"domain_scores_codex":[0.9584382,0.01789428,0.01171262,0.003657314,0.007178667,0.001119064],"domain_scores_gemma":[0.9507969,0.01952603,0.01024497,0.004879211,0.01287366,0.001679239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005675492,0.0007294196,0.1297588,0.01020897,0.002537875,0.0008103174,0.005661226,0.01466595,0.006483458,0.09690201,0.09828918,0.6282773],"study_design_scores_gemma":[0.002892307,0.003685023,0.3357052,0.04026833,0.004156232,0.005428713,0.005795577,0.02091012,0.01271929,0.06323955,0.5044706,0.0007290064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2411912,0.1939999,0.4174583,0.04851291,0.01486571,0.005375733,0.02416592,0.00228733,0.0521429],"genre_scores_gemma":[0.494869,0.0313957,0.4118888,0.01343038,0.002437227,0.006160374,0.03177429,0.001699703,0.00634444],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08666868,"threshold_uncertainty_score":0.4583533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319152659792801,"score_gpt":0.3391215329465602,"score_spread":0.3059300063486322,"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."}}