{"id":"W3012730549","doi":"10.4244/eij-d-19-00291","title":"Interatrial shunt with the second-generation V-Wave system for patients with advanced chronic heart failure","year":2020,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Shunt (medical); Heart failure; Cardiology; Internal medicine; Decompression; Ejection fraction; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009131515,0.0001208411,0.0002490905,0.00002921453,0.0001196888,0.00004191776,0.0000113148,0.00002227827,0.00001683707],"category_scores_gemma":[0.00003061625,0.00007102318,0.0001818684,0.0001074437,0.00002516123,0.00008867859,0.00001779193,0.00007571592,0.0000152868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008502531,"about_ca_system_score_gemma":0.00002848873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001334946,"about_ca_topic_score_gemma":0.00005099557,"domain_scores_codex":[0.9992204,0.00005312756,0.0001974568,0.0002274786,0.000182937,0.0001186539],"domain_scores_gemma":[0.9994677,0.00003061789,0.0001168798,0.0001313998,0.0002018779,0.00005153281],"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":[0.03290593,0.0006826168,0.1058015,0.01074422,0.004860074,0.00004057587,0.009615358,0.003676113,0.08758198,0.001838205,0.7266563,0.01559714],"study_design_scores_gemma":[0.04804546,0.03831768,0.1117545,0.0030835,0.0012752,0.000393318,0.003023301,0.004332014,0.02136546,0.000004637412,0.7674306,0.0009743524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817311,0.0002073387,0.01316664,0.002411694,0.0002836561,0.001231008,0.0000490455,0.0001129865,0.0008065651],"genre_scores_gemma":[0.9982387,6.781011e-7,0.00045531,0.0001605181,0.0006807725,0.00002023129,0.000123218,0.00002261962,0.0002978851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06621652,"threshold_uncertainty_score":0.2896242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549927043580572,"score_gpt":0.253955040812383,"score_spread":0.2284557703765773,"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."}}