{"id":"W4321165361","doi":"10.1017/s1047951122003924","title":"TGA + IVS + LVOTO: patterns of practice and outcomes","year":2023,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"American Academy of Dermatology","keywords":"Medicine; Ventricular outflow tract obstruction; Surgery; Great arteries; Anastomosis; Concomitant; Cardiology; Shunt (medical); Internal medicine; Heart disease; Mitral valve","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":[0.0005014811,0.000104179,0.0001429143,0.0009446568,0.0002115999,0.0005528182,0.0002489582,0.0002978675,0.001336392],"category_scores_gemma":[0.002819302,0.00009352669,0.0001129322,0.001543994,0.0003349967,0.0004705588,0.0005971478,0.0002295658,0.0002179491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066855,"about_ca_system_score_gemma":0.0004257326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925622,"about_ca_topic_score_gemma":0.004204625,"domain_scores_codex":[0.9993289,0.0001429003,0.0001382249,0.0001513171,0.0001319737,0.0001067286],"domain_scores_gemma":[0.996099,0.0004490409,0.00264051,0.0001201529,0.0002244328,0.0004668891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001171229,0.000005599721,0.9981514,0.000006011125,0.000004508329,0.00008299772,0.00003755531,0.00001337393,0.0000720171,0.00001814427,0.00007247895,0.001524096],"study_design_scores_gemma":[0.000002363408,0.00003100715,0.9972711,0.00002140278,0.000005564851,0.001732681,0.0004646969,0.0001650792,0.00005529552,0.00003426534,0.0002139085,0.000002586083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987329,0.0003893656,0.00006447669,0.000154726,0.000004945403,0.000003804573,0.0001760654,0.0000034826,0.0004702559],"genre_scores_gemma":[0.9994714,0.0001919692,0.00005523753,0.00002032581,0.000009523437,0.000002586023,0.0001844107,0.000001301195,0.00006337425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001925622,"threshold_uncertainty_score":0.004470706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189443293049445,"score_gpt":0.3321290245860444,"score_spread":0.31023459165555,"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."}}