{"id":"W2770061853","doi":"10.1016/j.iccl.2017.08.007","title":"The FORMA Repair System","year":2017,"lang":"en","type":"review","venue":"Interventional Cardiology Clinics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Tricuspid valve; Percutaneous; Tricuspid insufficiency; Surgery; Concomitant; Heart disease; Cardiology; Tricuspid Valve Insufficiency; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009708521,0.0003706629,0.002569387,0.00007551719,0.0004163682,0.0000454,0.0003085318,0.0004872485,0.00001481331],"category_scores_gemma":[0.000480102,0.0002148574,0.02875708,0.00004261847,0.0002301799,0.00003436906,0.0002318028,0.0004972381,0.0005818748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002313,"about_ca_system_score_gemma":0.0004384361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004545434,"about_ca_topic_score_gemma":8.640525e-7,"domain_scores_codex":[0.9974501,0.0003647336,0.001149476,0.0004584274,0.0002580978,0.0003192194],"domain_scores_gemma":[0.9969159,0.0006135573,0.0007817554,0.00131499,0.0002172516,0.0001565248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009905176,0.00008131009,0.004403614,0.01480378,0.02596785,0.000441864,0.000001271067,2.048807e-7,2.48348e-10,0.00371341,0.01124332,0.9392443],"study_design_scores_gemma":[0.0005334613,0.000275569,0.00358127,0.01161533,0.01450874,0.0009697116,0.00001096495,0.000002443471,1.258708e-9,0.00006400271,0.9682842,0.0001543069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001252947,0.9844766,0.00001418354,0.00002085174,0.003733304,0.0008979691,0.000467302,0.0001244871,0.01025274],"genre_scores_gemma":[0.0005079521,0.9927012,0.00001832526,0.00001927858,0.001451598,0.0003881742,0.0009001279,0.00005122235,0.003962148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9570408,"threshold_uncertainty_score":0.9809697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648105003662754,"score_gpt":0.5295915071985434,"score_spread":0.364781006832268,"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."}}