{"id":"W2085610347","doi":"10.1161/circinterventions.114.002208","title":"Caveat Emptor","year":2015,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Interventions","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Heart disease; Coarctation of the aorta; Population; General surgery; Cardiology; Surgery; Pediatrics; Aorta","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_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004197322,0.0004108759,0.001101492,0.0004332289,0.0001547904,0.00006482117,0.0001352508,0.0005880852,0.0005998237],"category_scores_gemma":[0.0002997886,0.0004244546,0.007815917,0.0003403012,0.0001332878,0.0001131654,0.0001320981,0.001076829,0.00114102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523389,"about_ca_system_score_gemma":0.0002586014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005289009,"about_ca_topic_score_gemma":0.000007500005,"domain_scores_codex":[0.9968398,0.0002177047,0.0006308917,0.000673697,0.001234201,0.0004037396],"domain_scores_gemma":[0.9972672,0.00004071241,0.0000958095,0.001430102,0.0009734077,0.000192773],"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":[0.000008668904,0.00006265479,0.0008047494,0.00148672,0.008114981,0.0007635788,0.00006092099,0.00002164149,0.00000274431,0.000005088251,0.9818997,0.006768492],"study_design_scores_gemma":[0.0009957323,0.00005991882,0.007777713,0.0009338514,0.00692127,0.0004279617,0.00004330224,0.0000898233,0.000003133163,0.0001559678,0.982199,0.0003923288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01040635,0.2839097,0.01221562,0.5850341,0.01112726,0.009959747,0.001831303,0.002442947,0.08307297],"genre_scores_gemma":[0.4705938,0.0005157131,0.001232699,0.3957341,0.04155883,0.002160273,0.01708423,0.001038799,0.07008156],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4601874,"threshold_uncertainty_score":0.9998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0869319840196217,"score_gpt":0.3255432903082843,"score_spread":0.2386113062886626,"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."}}