{"id":"W1978727744","doi":"10.1067/mva.2002.121055","title":"A proposal for revitalization: An international society for vascular intervention","year":2002,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Attendance; Canadian Cardiovascular Society; Law; Public relations; Cardiology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01285908,0.001364953,0.0008688544,0.002179971,0.007413424,0.009135952,0.00232123,0.05037858,0.01867294],"category_scores_gemma":[0.02211919,0.0007390058,0.00251815,0.0007397767,0.008376745,0.005947229,0.006753669,0.03288154,0.004763758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003655398,"about_ca_system_score_gemma":0.031081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909804,"about_ca_topic_score_gemma":0.009567638,"domain_scores_codex":[0.9877452,0.002592403,0.000967866,0.001498891,0.003280174,0.003915532],"domain_scores_gemma":[0.9846164,0.002605785,0.0006655372,0.001299124,0.00540016,0.005412934],"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":[0.0001237633,0.0004715287,0.001632874,0.0001736463,0.00004471359,0.001308739,0.0006928548,0.0004666111,0.001297608,0.2097831,0.7320812,0.05192338],"study_design_scores_gemma":[0.0001504098,0.0001935925,0.0021566,0.0002343808,0.00004893954,0.0007398493,0.0008698658,0.0005430386,0.000390393,0.04955431,0.9450148,0.0001038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005504012,0.002901341,0.003803219,0.8671915,0.08239724,0.000248989,0.00007655068,0.0002410582,0.03763605],"genre_scores_gemma":[0.09204453,0.003064523,0.0129592,0.6476031,0.06190504,0.000798416,0.0002498277,0.0003218565,0.1810535],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05037858,"threshold_uncertainty_score":0.0680061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911393567577791,"score_gpt":0.3369612120398285,"score_spread":0.3078472763640506,"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."}}