{"id":"W2082564423","doi":"10.1055/s-0030-1267923","title":"Discriminating Preoperative Features of Pleuropulmonary Blastomas (PPB) from Congenital Cystic Adenomatoid Malformations (CCAM): a Retrospective, Age-Matched Study","year":2010,"lang":"en","type":"article","venue":"European Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Congenital Cystic Adenomatoid Malformation; Retrospective cohort study; Congenital disease; Radiology; Surgery; Pregnancy; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001689705,0.0003573023,0.001087945,0.0006348626,0.0001676029,0.00006232,0.0002599436,0.00004921008,0.0001891674],"category_scores_gemma":[0.00506084,0.0002844556,0.0004276947,0.0005720441,0.0001612626,0.0003567129,0.0001945991,0.0009825915,0.00005192044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006334233,"about_ca_system_score_gemma":0.0002414497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002669015,"about_ca_topic_score_gemma":0.0000362276,"domain_scores_codex":[0.9961349,0.0007318716,0.001659543,0.0002798046,0.0008567905,0.0003371208],"domain_scores_gemma":[0.9957216,0.001636322,0.001206902,0.0003901606,0.0007652073,0.0002797409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003527289,0.001230209,0.9677759,0.0001194312,0.0008503183,0.005904384,0.01315528,0.000003976186,0.00494922,0.00000910682,0.003213387,0.002435997],"study_design_scores_gemma":[0.001275221,0.0005857681,0.9898695,0.00006713,0.001115982,0.0004255143,0.006198615,0.00001208828,0.0001436076,0.00002264884,0.00004262858,0.0002412837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939915,0.0009570668,0.0000888178,0.0001182062,0.00114152,0.0004579288,0.00009549443,0.00004219073,0.003107303],"genre_scores_gemma":[0.9967243,0.00007885051,0.001234457,0.00003725288,0.001626514,0.000005643937,0.00001709759,0.0000773331,0.0001985449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209355,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911228628342178,"score_gpt":0.2528671442328795,"score_spread":0.2337548579494578,"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."}}