{"id":"W4229542960","doi":"10.1016/j.athoracsur.2004.06.113","title":"INVITED COMMENTARY","year":2004,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Tricuspid valve; Surgery; Ring (chemistry); Incidence (geometry); Tricuspid insufficiency; Annulus (botany); Cardiology","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":[0.008566103,0.001359369,0.002127242,0.001465776,0.006652245,0.007505002,0.004209034,0.09137078,0.03946847],"category_scores_gemma":[0.06522041,0.001028914,0.002843322,0.001053817,0.003072836,0.004171958,0.004138782,0.04916121,0.01827154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00746437,"about_ca_system_score_gemma":0.01080814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077894,"about_ca_topic_score_gemma":0.01744846,"domain_scores_codex":[0.991179,0.002017194,0.0006118119,0.001360879,0.003043724,0.001787366],"domain_scores_gemma":[0.9709336,0.01483569,0.001491916,0.001037921,0.006774637,0.004926189],"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":[0.00002022997,0.000004110222,0.00005090569,0.00004018084,0.00000739151,0.0001609173,0.00004252904,0.000007560599,0.00002662415,0.0006937539,0.9976068,0.001339014],"study_design_scores_gemma":[0.00008645943,0.00002064573,0.0004860942,0.0004063098,0.00004547307,0.0002958438,0.0002684558,0.00003930464,0.00009598825,0.00209138,0.9961336,0.00003055037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001674414,0.002136113,0.0000409645,0.8576123,0.1336171,0.00002604848,0.00008202347,0.00002095617,0.006297048],"genre_scores_gemma":[0.001218064,0.0007148013,0.00004617987,0.9307453,0.04771056,0.00004764633,0.00002940166,0.00002292517,0.0194651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09137078,"threshold_uncertainty_score":0.1320352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094333147492701,"score_gpt":0.4443535308892988,"score_spread":0.3349202161400287,"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."}}