{"id":"W4253154417","doi":"10.1161/circulationaha.109.192205","title":"European Perspectives","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001953281,0.0008657092,0.0006686412,0.001150678,0.001690113,0.006542649,0.001458752,0.005802241,0.5210996],"category_scores_gemma":[0.005171623,0.0003368791,0.0009191416,0.001120907,0.001086187,0.003125639,0.003114555,0.004808472,0.3215018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944075,"about_ca_system_score_gemma":0.004577498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300809,"about_ca_topic_score_gemma":0.003443915,"domain_scores_codex":[0.9982132,0.0003035233,0.00008565816,0.0004074311,0.0006523895,0.0003379172],"domain_scores_gemma":[0.9981487,0.0002161879,0.00009537952,0.0002807697,0.0006633376,0.0005956335],"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":[0.00004779259,0.00003436838,0.0002217382,0.0002060074,0.00001110608,0.0002087704,0.00009244695,0.00002778383,0.0002251494,0.02155805,0.8764029,0.1009639],"study_design_scores_gemma":[0.000004153498,0.000004422948,0.00009885803,0.00005588585,0.000001087883,0.00007963923,0.00002521862,0.000004329309,0.00002087448,0.0008277976,0.9988762,0.000001596563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006309179,0.02127274,0.001482152,0.06198691,0.04887576,0.0001166422,0.002481356,0.000699082,0.8624544],"genre_scores_gemma":[0.007564149,0.01562544,0.00132259,0.03660194,0.01168007,0.0001502521,0.002631609,0.0004803198,0.9239436],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5210996,"threshold_uncertainty_score":0.6830933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469870367994793,"score_gpt":0.3259296897997279,"score_spread":0.31123098611978,"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."}}