{"id":"W4367048923","doi":"10.22541/au.168252546.62977263/v1","title":"Subpleural Pulmonary Cysts in Children: Associations Beyond Trisomy 21","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Trisomy; Abnormality; Medicine; Etiology; Asymptomatic; Pathology; Retrospective cohort study; Clinical significance; Pathogenesis; Hypoxia (environmental); Cyst; Radiology; Biology","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":[0.000328069,0.0003683899,0.0003440049,0.001314845,0.0004197579,0.0005349722,0.0003044269,0.0004393151,0.002115872],"category_scores_gemma":[0.002619819,0.0002615452,0.000172413,0.001105963,0.000820453,0.0008379475,0.0006470682,0.000618962,0.0002909198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821499,"about_ca_system_score_gemma":0.0003896884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008788598,"about_ca_topic_score_gemma":0.0009859186,"domain_scores_codex":[0.9995571,0.00006467758,0.00006392376,0.00009322245,0.0001284201,0.00009272202],"domain_scores_gemma":[0.9967558,0.0008991725,0.001718691,0.0001372162,0.0001625585,0.0003265899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005460832,0.000008991629,0.9651752,0.00006888119,0.00001417183,0.02870891,0.0002279058,0.00004750402,0.001289189,0.00006987561,0.0001461259,0.004188602],"study_design_scores_gemma":[0.000005507115,0.0001118608,0.6248352,0.0000745807,0.00004089242,0.3721069,0.0007181325,0.0001054958,0.0009290436,0.0001098093,0.0009540918,0.000008500662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957101,0.003074266,0.0002706241,0.00007693002,0.0000087947,0.00001323437,0.0001741418,0.00001540119,0.0006564746],"genre_scores_gemma":[0.9981305,0.001346316,0.0002557093,0.00001997596,0.00002164719,0.000006555528,0.0001265524,0.000005666318,0.00008707093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115872,"threshold_uncertainty_score":0.00707829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572018548162783,"score_gpt":0.3058999266172074,"score_spread":0.2701797411355796,"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."}}