{"id":"W2890472080","doi":"10.21037/jtd.2018.09.02","title":"Patient screening for early detection of aortic stenosis (AS)—review of current practice and future perspectives","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Life expectancy; Asymptomatic; Intervention (counseling); Intensive care medicine; Stenosis; Disease; Epidemiology; Health care; Pediatrics; Population; Surgery; Internal medicine; Nursing","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":[0.0003600642,0.0003045597,0.001812006,0.0002535296,0.00004780201,0.00001642142,0.00007527778,0.0000735104,0.00002283382],"category_scores_gemma":[0.001047595,0.0002083271,0.003521714,0.0002385244,0.00007233968,0.0001955844,0.00004409622,0.0002160994,0.000001637044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177243,"about_ca_system_score_gemma":0.0005135924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003233987,"about_ca_topic_score_gemma":2.751047e-8,"domain_scores_codex":[0.9977345,0.0002296679,0.001060978,0.0002393242,0.0005781,0.0001573753],"domain_scores_gemma":[0.9948368,0.0002000271,0.002750958,0.0002891255,0.001449661,0.0004734226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009779485,0.0006700342,0.0001877088,0.1897134,0.00239266,0.00001764671,0.00009035766,2.475714e-8,1.577784e-7,0.000003780668,0.00008955754,0.8058567],"study_design_scores_gemma":[0.0009562412,0.003151779,0.004681897,0.5004979,0.1546927,0.0001236613,0.0009652749,0.000001709173,0.000004811132,0.00002757197,0.3345588,0.0003376384],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00236772,0.9953509,0.00009290303,0.0000783568,0.0003689436,0.001436532,0.0002742239,0.000004593168,0.00002581425],"genre_scores_gemma":[0.004276749,0.9946026,0.0002966124,0.00003067241,0.0006716139,0.00004925272,0.00002514322,0.00004010892,0.000007264466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.805519,"threshold_uncertainty_score":0.8495334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057755484592301,"score_gpt":0.4619733398807689,"score_spread":0.4213957850348459,"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."}}