{"id":"W2223858845","doi":"10.1016/j.jcin.2015.10.012","title":"Treatment of Small Surgical Valves","year":2015,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Heart valve; Medicine; Surgery","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":[0.001472661,0.0005596672,0.001287319,0.000827833,0.002085563,0.002304179,0.0008709145,0.02182856,0.004566346],"category_scores_gemma":[0.01410404,0.0003678106,0.001677379,0.0003567446,0.001807751,0.001772272,0.001089185,0.0202392,0.00250682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908068,"about_ca_system_score_gemma":0.001199799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009262122,"about_ca_topic_score_gemma":0.002985633,"domain_scores_codex":[0.9985672,0.0003532107,0.0001786536,0.0001600781,0.0005151055,0.0002256736],"domain_scores_gemma":[0.9957489,0.002355655,0.0003827927,0.0001812099,0.0002896447,0.001041824],"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":[0.0002372029,0.0002110763,0.004261271,0.000318453,0.00009765408,0.09447905,0.0002446175,0.0003655205,0.001431344,0.01656952,0.8048143,0.07696996],"study_design_scores_gemma":[0.0003741569,0.0004751913,0.005111237,0.0012228,0.0001027635,0.1504804,0.0003244721,0.001719734,0.0008789815,0.0354591,0.803759,0.00009219869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002429368,0.01264163,0.0008157552,0.9455977,0.02356118,0.00001919508,0.00004835585,0.00006382863,0.01482304],"genre_scores_gemma":[0.03651012,0.008942625,0.001464972,0.7614256,0.1790195,0.00005256258,0.00009831546,0.00004566216,0.01244066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02182856,"threshold_uncertainty_score":0.01527596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07322540595288253,"score_gpt":0.3626929389272049,"score_spread":0.2894675329743224,"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."}}