{"id":"W2588550068","doi":"10.1007/s00383-017-4062-y","title":"A review of congenital lung malformations with a simplified classification system for clinical and research use","year":2017,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; British Columbia Children's Hospital","funders":"","keywords":"Medicine; Pediatric surgery; Lung; Congenital malformations; Pediatrics; Intensive care medicine; Medical physics; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348057,0.0008772475,0.002044281,0.0174949,0.0004161837,0.00175323,0.001163767,0.0009269592,0.004682549],"category_scores_gemma":[0.004700029,0.0004447751,0.001558025,0.01666278,0.0007810713,0.002498056,0.001167265,0.0009440684,0.0006510799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007449382,"about_ca_system_score_gemma":0.002949911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941762,"about_ca_topic_score_gemma":0.005924078,"domain_scores_codex":[0.9989942,0.0001406391,0.0004959196,0.0001437536,0.0001839049,0.00004163327],"domain_scores_gemma":[0.9971206,0.001787565,0.0006111867,0.00005126113,0.000355036,0.00007428833],"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":[0.0001187601,0.00005849493,0.003354485,0.1957244,0.0009043579,0.0005914567,0.0004084024,0.000268658,0.001041086,0.003444982,0.02389975,0.7701852],"study_design_scores_gemma":[0.0000697951,0.0001742035,0.01444097,0.1432652,0.004949945,0.008116431,0.0009194241,0.0001884196,0.0006413495,0.002510845,0.8245997,0.000123723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000241956,0.9987277,0.00009207081,0.000173745,0.000096014,0.00001114896,0.0001498278,0.000005523706,0.0005018566],"genre_scores_gemma":[0.001514123,0.997403,0.0004954575,0.000206629,0.00009576025,0.00001302108,0.0001435319,0.000002101683,0.0001262381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0174949,"threshold_uncertainty_score":0.01566464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5221970863673231,"score_gpt":0.5341506416527155,"score_spread":0.01195355528539244,"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."}}