{"id":"W1998950742","doi":"10.1053/j.sempedsurg.2014.09.007","title":"Congenital lung malformations: Informing best practice","year":2014,"lang":"en","type":"review","venue":"Seminars in Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Plea; Malignancy; Lung; Congenital malformations; Pediatrics; Intensive care medicine; Prenatal diagnosis; General surgery; Pregnancy; Fetus; Pathology; 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002216334,0.0007265831,0.003436159,0.001837597,0.0001146846,0.00006500756,0.0002148389,0.0005804747,0.000124955],"category_scores_gemma":[0.01404109,0.0006463383,0.0009218036,0.001773786,0.00008504494,0.0005016195,0.0002588017,0.001011172,0.001027654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000480237,"about_ca_system_score_gemma":0.001236122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002979256,"about_ca_topic_score_gemma":0.00001027559,"domain_scores_codex":[0.9954102,0.0002623756,0.002345686,0.0004982225,0.0007443374,0.0007391534],"domain_scores_gemma":[0.9857353,0.01197468,0.001087345,0.0007016979,0.0002595631,0.0002414183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001731739,0.000186511,0.002740411,0.04323246,0.0002782501,0.0004406386,0.0002730099,2.06338e-7,3.606111e-9,0.0000137098,0.02020082,0.9326167],"study_design_scores_gemma":[0.000221764,0.00004396776,0.00005315382,0.01173934,0.005593005,0.001063068,0.0003146011,0.00002329405,3.167392e-8,0.00000488033,0.9803337,0.0006091891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000302364,0.9773266,0.00001527452,0.00007425492,0.001167984,0.001396409,0.00004460427,0.0001059549,0.01956661],"genre_scores_gemma":[0.00008558752,0.9955867,0.0005490645,0.000120765,0.001498442,0.0004938764,0.0002691983,0.0001124172,0.001283981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601329,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271886199728949,"score_gpt":0.3414100016221082,"score_spread":0.3086911396248188,"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."}}