{"id":"W2511511604","doi":"10.1016/j.jtcvs.2016.08.004","title":"Trust, but verify","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Coronary Artery Anomalies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Aortopulmonary window; Internal medicine; Cardiology; Artery; Great arteries; Foramen; Coronary arteries; Pulmonary artery; Anatomy; Heart disease","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"],"consensus_categories":[],"category_scores_codex":[0.001994704,0.0003751659,0.002128516,0.0004741535,0.00007517898,0.00004447765,0.0001354382,0.0006636758,0.0002140729],"category_scores_gemma":[0.0001826368,0.0002556108,0.003980173,0.0001134121,0.0001659731,0.0002375868,0.00006802494,0.001496059,0.00003387808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007265586,"about_ca_system_score_gemma":0.0003500185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003575781,"about_ca_topic_score_gemma":6.617374e-8,"domain_scores_codex":[0.9970544,0.0003756283,0.0007885556,0.0003113146,0.001067237,0.0004028479],"domain_scores_gemma":[0.9979779,0.0004207433,0.0004259751,0.0007027042,0.0002935095,0.0001791838],"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":[0.0002857161,0.00001445045,0.003349747,0.0007014764,0.005398313,0.02471202,0.00002772149,5.050873e-7,0.0000363283,5.648941e-7,0.7091667,0.2563064],"study_design_scores_gemma":[0.0002273758,0.0001053011,0.003267337,0.001350058,0.00276841,0.02827856,0.00002963077,6.93088e-7,0.0001978035,0.00004746229,0.9634437,0.0002836619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1923985,0.2255995,0.001402827,0.5696767,0.006008934,0.0004872543,0.00007593806,0.00008629082,0.004263995],"genre_scores_gemma":[0.141639,0.06740091,0.001065027,0.6291127,0.1237071,0.00003367378,0.0001136987,0.0005799067,0.03634796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2560228,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317120656252905,"score_gpt":0.2610875421849511,"score_spread":0.2379163356224221,"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."}}