{"id":"W2946216767","doi":"10.1016/j.jtcvs.2019.05.013","title":"Commentary: Tetralogy of Fallot under the microscope","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tetralogy of Fallot; Pulmonary atresia; Cardiology; Internal medicine; Stenosis; Lesion; Heart disease; Histopathology; Surgery; Pathology","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":[0.003112352,0.0008722379,0.00185426,0.001178886,0.004620538,0.003457535,0.002129608,0.06316988,0.009546122],"category_scores_gemma":[0.03011103,0.000968912,0.001251143,0.001139611,0.002744153,0.003426313,0.001669036,0.0384773,0.005967582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004716761,"about_ca_system_score_gemma":0.005480322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009565135,"about_ca_topic_score_gemma":0.0145763,"domain_scores_codex":[0.9966078,0.001218919,0.0004366707,0.0004418518,0.0008055069,0.0004892344],"domain_scores_gemma":[0.9886696,0.006288169,0.0008502125,0.0002732789,0.0017144,0.002204352],"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":[0.00007570368,0.00002390579,0.0008353211,0.00006184661,0.00001932622,0.00305352,0.0001378233,0.00004249172,0.00008562013,0.001105437,0.9917147,0.002844271],"study_design_scores_gemma":[0.0003580515,0.0001669406,0.005293066,0.001547756,0.0001360717,0.007892462,0.001749742,0.0007894841,0.0003332891,0.01046625,0.9710669,0.0002000397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004484797,0.0006912979,0.00003104694,0.9622321,0.03499388,0.000008933095,0.00007255567,0.00001177985,0.001509854],"genre_scores_gemma":[0.006026557,0.0009291497,0.0001265997,0.9033555,0.08378794,0.00004057194,0.00004626506,0.0000221924,0.005665191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06316988,"threshold_uncertainty_score":0.03422272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477712645637386,"score_gpt":0.2857462039435462,"score_spread":0.2609690774871724,"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."}}