{"id":"W2011669318","doi":"10.1007/s003830200006","title":"Congenital diaphragmatic hernia: experience without extracoporeal membrane oxygenation","year":2002,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grace (Canada); Dalhousie University","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Congenital diaphragmatic hernia; Respiratory distress; Pediatric surgery; Hernia; Surgery; Diaphragmatic breathing; Apgar score; Exact test; Pediatrics; Birth weight; Fetus; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003172963,0.0003028467,0.0005019017,0.0005181391,0.0001167039,0.00006892948,0.0001908807,0.0001167232,0.006676995],"category_scores_gemma":[0.00139227,0.0002829585,0.0002888846,0.0004268979,0.0001060646,0.0003514237,0.00008600076,0.0002308029,0.0009792669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710992,"about_ca_system_score_gemma":0.00006549622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000426185,"about_ca_topic_score_gemma":0.00001982366,"domain_scores_codex":[0.9972132,0.00005975402,0.0007749415,0.0004433782,0.001101435,0.0004072769],"domain_scores_gemma":[0.9980804,0.0007740846,0.0002452875,0.0002984782,0.0003634552,0.0002383018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025983,0.0006149079,0.9639338,0.0001293964,0.0004015761,0.0002932207,0.002216991,0.000008387267,0.0006819392,0.00009281135,0.01538343,0.01614091],"study_design_scores_gemma":[0.003806971,0.0001468231,0.9496561,0.0001131969,0.0008967183,0.001358432,0.001351788,0.02079528,0.001208629,0.0002378834,0.01888825,0.001539874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648345,0.0009235751,0.0001615324,0.001454554,0.001664247,0.0003627575,0.000043695,0.0002156578,0.03033947],"genre_scores_gemma":[0.9922683,0.000893393,0.000361889,0.0003731062,0.001647988,0.0001729363,0.00007740093,0.00004498038,0.004159955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02743384,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366858249061166,"score_gpt":0.2751797158029626,"score_spread":0.238493890896846,"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."}}