{"id":"W2981279420","doi":"10.1016/j.jcin.2019.09.002","title":"BIOVALVE","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Computer science","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":[0.0006199554,0.0007670782,0.000810585,0.0007707683,0.001580963,0.003690554,0.0007746333,0.01139477,0.3589547],"category_scores_gemma":[0.005748009,0.0003667728,0.0008245764,0.0003608421,0.0006907169,0.001143645,0.001410599,0.008682497,0.2595133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008995282,"about_ca_system_score_gemma":0.0008857631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000991486,"about_ca_topic_score_gemma":0.003073522,"domain_scores_codex":[0.9992504,0.0001143705,0.00004589697,0.00015352,0.0002940667,0.0001417068],"domain_scores_gemma":[0.9989203,0.0003224307,0.00008011238,0.0000947257,0.0001883136,0.0003941084],"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":[0.00008896631,0.00003492014,0.0002007606,0.00004407001,0.00001021816,0.0008743581,0.00001428739,0.00004913599,0.0002505793,0.002442794,0.9683599,0.02762989],"study_design_scores_gemma":[0.00005126118,0.00003417966,0.0003022733,0.00008821345,0.000004871695,0.0007335574,0.00001689024,0.0001509427,0.00009670573,0.003675468,0.9948373,0.000008314788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001625019,0.006837997,0.001282273,0.2916868,0.06770349,0.0001464101,0.001238061,0.001859506,0.6276205],"genre_scores_gemma":[0.007916072,0.002225584,0.0006113824,0.1405929,0.01918676,0.0001175432,0.0004973693,0.0003384814,0.8285138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3589547,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127799126072718,"score_gpt":0.3564322098137302,"score_spread":0.315154218553003,"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."}}