{"id":"W4386724987","doi":"10.1016/j.cjcpc.2023.09.003","title":"Optimal Surgical Management of Tetralogy of Fallot","year":2023,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Tetralogy of Fallot; Medicine; Stenosis; Pulmonary valve; Ventricular outflow tract; Cardiology; Pulmonary valve stenosis; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008361513,0.0001333366,0.0002158356,0.001023727,0.0006467948,0.0006160408,0.000255624,0.0003572551,0.001439158],"category_scores_gemma":[0.003969877,0.00007724504,0.0001155331,0.0004204421,0.0003583762,0.000485556,0.0004583276,0.000441069,0.0001749417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465679,"about_ca_system_score_gemma":0.001835049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313873,"about_ca_topic_score_gemma":0.003221803,"domain_scores_codex":[0.9994345,0.0002143771,0.0001019503,0.00003366141,0.0001481424,0.00006735106],"domain_scores_gemma":[0.9991724,0.0002454465,0.0001906296,0.00001874233,0.0001365365,0.0002363693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002712143,0.0007312321,0.4308474,0.001047613,0.00008239945,0.006865011,0.001587391,0.00112712,0.001613314,0.006990577,0.02919986,0.5196369],"study_design_scores_gemma":[0.000105036,0.001616635,0.8542739,0.006196719,0.0001210483,0.03035146,0.01245974,0.0007893126,0.001064057,0.01459255,0.07836302,0.00006652411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6319115,0.2192096,0.004286533,0.06863479,0.001549198,0.0002120712,0.0004909745,0.00006564537,0.07363968],"genre_scores_gemma":[0.9110869,0.07610437,0.005914262,0.003105782,0.002306966,0.00009592647,0.0002074436,0.00001215776,0.001166094],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001439158,"threshold_uncertainty_score":0.004814446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680833644360065,"score_gpt":0.2799557770804606,"score_spread":0.26314744063686,"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."}}