{"id":"W2103838108","doi":"10.1016/j.jpedsurg.2010.02.067","title":"Is congenital cystic adenomatoid malformation a premalignant lesion for pleuropulmonary blastoma?","year":2010,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Congenital Cystic Adenomatoid Malformation; Asymptomatic; Incidence (geometry); Pulmonary Blastoma; Cohort; Pediatrics; Lesion; Lung; Surgery; Pathology; Internal medicine; Pregnancy","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":[0.001033856,0.0002085416,0.0006264031,0.0005885198,0.0001162307,0.00003024852,0.0001012647,0.0001283186,0.0001530302],"category_scores_gemma":[0.00213306,0.0001621969,0.0005226273,0.0002980212,0.00004530589,0.0002957718,0.00004566499,0.0003432998,0.0000591244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005044244,"about_ca_system_score_gemma":0.0004175349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003333769,"about_ca_topic_score_gemma":0.000003216337,"domain_scores_codex":[0.9978053,0.00004657083,0.001119763,0.0001508785,0.0005613951,0.000316102],"domain_scores_gemma":[0.9966761,0.001492996,0.0007481753,0.0002008887,0.0006385241,0.0002432899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002338444,0.0009807764,0.7529571,0.001761291,0.0007332907,0.001223232,0.001849819,0.000003126373,0.02298437,0.00004400627,0.180474,0.03465058],"study_design_scores_gemma":[0.005005798,0.001424715,0.957177,0.0002654604,0.003823826,0.007726196,0.0009932518,0.001409115,0.003427206,0.0006523071,0.01712184,0.0009733209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949854,0.001562782,0.0004534077,0.0006243375,0.00171928,0.0003709361,0.00003240858,0.0000294592,0.0002220105],"genre_scores_gemma":[0.9937867,0.0003867748,0.00153367,0.0001954399,0.003847868,0.0000160326,0.000007058193,0.0000373197,0.000189117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042199,"threshold_uncertainty_score":0.6614199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319689245166299,"score_gpt":0.2806539914309278,"score_spread":0.2474570989792649,"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."}}