{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02039109,0.001193385,0.004780498,0.002847533,0.005887769,0.009176453,0.006161562,0.0907333,0.02297587],"category_scores_gemma":[0.1980805,0.001674717,0.003162945,0.002431157,0.0115199,0.006081659,0.00608634,0.08255968,0.01957102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007645476,"about_ca_system_score_gemma":0.01458706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116803,"about_ca_topic_score_gemma":0.02399813,"domain_scores_codex":[0.9751495,0.007033275,0.003608132,0.003711128,0.007928355,0.002569606],"domain_scores_gemma":[0.8731583,0.08347333,0.00973199,0.007246831,0.01766306,0.00872642],"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":[0.00001653867,0.000006859794,0.000184234,0.00009509717,0.00003111235,0.0003335379,0.00007933204,0.00001977527,0.00002645079,0.00156538,0.9937657,0.003875856],"study_design_scores_gemma":[0.0001947334,0.00003763932,0.001026482,0.001379944,0.0001030335,0.001692383,0.0003459687,0.0003511145,0.00009006826,0.01579755,0.9788743,0.0001066653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001124721,0.001261464,0.0001322158,0.9439917,0.05212364,0.00002410133,0.00008547599,0.0000633462,0.002205521],"genre_scores_gemma":[0.0006606543,0.0002624797,0.0001877255,0.9542118,0.04192701,0.00006666122,0.00001606559,0.00001800263,0.002649518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0907333,"threshold_uncertainty_score":0.1078397,"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."}}