{"id":"W1976097735","doi":"10.4244/eijv8sqa14","title":"Edwards CENTERA valve","year":2012,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Heart valve; Aortic valve; Stenosis; Aortic valve stenosis; Valve replacement; Cardiology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008114194,0.00008022601,0.0001143358,0.00004632711,0.00002768588,0.00001104723,0.00001945346,0.00001869857,0.0006471396],"category_scores_gemma":[0.0000202632,0.000069749,0.001695403,0.00005426355,0.0000103124,0.0001051331,0.0000242667,0.0000473437,0.000677324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005013001,"about_ca_system_score_gemma":0.000006658945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549989,"about_ca_topic_score_gemma":2.408134e-7,"domain_scores_codex":[0.9994167,0.00003036403,0.0001284738,0.0001007826,0.0001384671,0.0001852101],"domain_scores_gemma":[0.9996068,0.000005423624,0.00003805208,0.0001597151,0.00003236987,0.0001576719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008669514,0.0007158496,0.9894146,0.00005936156,0.000391375,0.000006156455,0.00005026862,1.225494e-7,0.0001613359,0.0002579833,0.003805936,0.005050268],"study_design_scores_gemma":[0.0009454589,0.000176247,0.990384,0.0001027438,0.0004300518,0.00003650764,0.00001908625,0.000004919555,0.000240599,0.00002506152,0.007580817,0.00005455347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836822,0.001548927,0.000331362,0.0001106863,0.0007365242,0.0001716405,0.00001571502,0.00007033632,0.01333261],"genre_scores_gemma":[0.9976205,0.000017982,0.0000901928,0.0001306595,0.0002727829,0.000002823027,0.0001090033,0.00001628595,0.001739765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393831,"threshold_uncertainty_score":0.8705856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360363355511346,"score_gpt":0.3743424143892086,"score_spread":0.3507387808340951,"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."}}