{"id":"W3111096249","doi":"10.1016/j.jacc.2020.11.003","title":"Percutaneous Pulmonary Valve Replacement","year":2020,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"Medicine; Percutaneous; Cardiology; Internal medicine; Radiology","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":[0.001210932,0.001130109,0.001580698,0.001387947,0.005800799,0.003450579,0.001066355,0.0317472,0.02052981],"category_scores_gemma":[0.007621282,0.000721864,0.001660636,0.0006383282,0.001434009,0.0017232,0.00152519,0.02472731,0.01008078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318843,"about_ca_system_score_gemma":0.004737268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007135569,"about_ca_topic_score_gemma":0.03082023,"domain_scores_codex":[0.9980879,0.0002852527,0.0001747594,0.0003245582,0.0006566787,0.0004707186],"domain_scores_gemma":[0.9974661,0.0006635379,0.0001541209,0.00008707307,0.0003352156,0.001293963],"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":[0.0001205304,0.0001883939,0.004737399,0.00006648654,0.00005511602,0.04710558,0.0001785488,0.0001782496,0.0006111922,0.005602099,0.9267173,0.01443915],"study_design_scores_gemma":[0.0002948825,0.0003075638,0.01071319,0.0008038212,0.0000914177,0.03264485,0.0005125624,0.00171448,0.00049741,0.01444538,0.9378701,0.000104304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004215027,0.002817859,0.0003406142,0.8406717,0.0574794,0.0001167763,0.0002694005,0.0001013376,0.09398797],"genre_scores_gemma":[0.02332437,0.002399486,0.0005291193,0.7682775,0.07814845,0.0001245471,0.0003291403,0.00006080031,0.1268066],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0317472,"threshold_uncertainty_score":0.06867903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255743314697047,"score_gpt":0.2909630179048558,"score_spread":0.2784055847578854,"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."}}