{"id":"W4410307162","doi":"10.1177/10935266251338562","title":"Pneumatoceles or Not? Case Reports on Pulmonary Cystic Lesions in Infants","year":2025,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Radiology; Lung; Differential diagnosis; Pneumatocele; Lesion; High-resolution computed tomography; Pulmonary sequestration; Computed tomography; Pathology; Surgery; Internal medicine","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":[0.000230682,0.0001758975,0.0003814907,0.0004082146,0.0001138633,0.000007907483,0.00002519432,0.0001130256,0.00005851648],"category_scores_gemma":[0.0008866778,0.0001365695,0.00003061182,0.0003878052,0.00007150674,0.00003569083,0.0001577332,0.0001793382,0.00003657194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008017258,"about_ca_system_score_gemma":0.0002707465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000036887,"about_ca_topic_score_gemma":0.0001181309,"domain_scores_codex":[0.9987291,0.0000479492,0.0004864713,0.0003585563,0.0001160641,0.0002618743],"domain_scores_gemma":[0.9992381,0.0004453868,0.00006468132,0.0001322768,0.00003140015,0.00008818281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000489259,0.0002618057,0.6395696,0.0002974334,0.00002938253,0.3114044,0.0007483712,5.111172e-7,0.0002183552,0.00004649421,0.0007801019,0.04615426],"study_design_scores_gemma":[0.0007870101,0.0001037488,0.9152435,0.00006557391,0.00008238773,0.08177441,0.001073384,0.00002768112,0.00004327182,0.0001804155,0.0004424561,0.0001761756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914559,0.0007480612,0.00001651801,0.0003226803,0.0002189325,0.0004111692,0.000008479322,0.00004593781,0.006772379],"genre_scores_gemma":[0.996103,0.0005684773,0.001088767,0.0007222192,0.00003773226,0.00009026095,0.00001029761,0.00001097143,0.001368272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756739,"threshold_uncertainty_score":0.5569144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012883309819287,"score_gpt":0.2839320392350764,"score_spread":0.2638032061368835,"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."}}