{"id":"W2077958851","doi":"10.1007/s00246-012-0385-6","title":"Heterotaxy Syndrome: Is a Prophylactic Ladd Procedure Necessary in Asymptomatic Patients?","year":2012,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Asymptomatic; Medicine; Heterotaxy; Abdominal surgery; Cardiac surgery; Vascular surgery; Surgery; Cardiothoracic surgery; Complication; Population; Abnormality; Retrospective cohort study; Pediatrics; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001397665,0.0001632254,0.0003950262,0.0003012468,0.00004145628,0.000006847765,0.00006226889,0.0001390437,0.0002022102],"category_scores_gemma":[0.0004082357,0.0001437889,0.0001136536,0.0004742374,0.00004491571,0.0001344193,0.00003240622,0.0002612184,0.0002874252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877073,"about_ca_system_score_gemma":0.00007620825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727783,"about_ca_topic_score_gemma":0.000001248708,"domain_scores_codex":[0.9987614,0.00008348768,0.0003342489,0.0002237842,0.0001936318,0.0004035099],"domain_scores_gemma":[0.9993722,0.00007397203,0.0001158394,0.0001844616,0.0001090299,0.000144533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006082025,0.0001149455,0.9971421,0.0002239987,0.00002736801,0.00002238543,0.0002752508,0.000009113567,0.000006281658,0.00002308263,0.001439221,0.0006553825],"study_design_scores_gemma":[0.001378216,0.0003016249,0.9964524,0.000008400055,0.0001599579,0.0007905418,0.0001660826,0.00004064208,0.000007112938,0.00006608642,0.0004810591,0.0001478856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950165,0.0005406994,0.00004022304,0.0003545161,0.0005061841,0.0006371614,0.000005156077,0.00006854122,0.00283104],"genre_scores_gemma":[0.9982399,0.00004563843,0.0002325555,0.0007461321,0.0003659088,0.0001390958,0.00002339695,0.00002246124,0.00018486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003223472,"threshold_uncertainty_score":0.5863543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009478317813276335,"score_gpt":0.2494093244399247,"score_spread":0.2399310066266483,"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."}}