{"id":"W4256580186","doi":"10.1053/spsu.2003.50004","title":"Central hypoventilation and diaphragmatic eventration: Diagnosis and management","year":2003,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Hypoventilation; Congenital central hypoventilation syndrome; Respiratory distress; Hypercapnia; Anesthesia; Diaphragmatic breathing; Phrenic nerve; Paralysis; Respiratory system; 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":[0.0004970656,0.0001626469,0.0003302878,0.0003172449,0.00005869777,0.0000243745,0.00002088727,0.00006341926,0.00007140558],"category_scores_gemma":[0.0005236346,0.0001605273,0.00005897381,0.0004239997,0.00004277159,0.0001083651,0.00003529799,0.00009204671,0.000006682767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005981695,"about_ca_system_score_gemma":0.00003388472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005034448,"about_ca_topic_score_gemma":0.00001323034,"domain_scores_codex":[0.9986925,0.00007501632,0.0004019627,0.0002719792,0.0002432755,0.000315293],"domain_scores_gemma":[0.9988494,0.0007624823,0.000082379,0.0001522012,0.00002396801,0.0001295605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001582623,0.0001135368,0.9677807,0.0006133004,0.00003454027,0.0001319279,0.0003307211,0.00000127442,0.000002010735,0.0002171172,0.002755069,0.02800395],"study_design_scores_gemma":[0.0004620257,0.00002388751,0.9966313,0.0001722333,0.0002421845,0.00005107473,0.0002965977,0.00005413784,0.00003603222,0.0005992715,0.001261196,0.0001700661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808416,0.01524616,0.00003894318,0.0003174829,0.0002652786,0.0005036583,0.000002814602,0.00003110147,0.002752973],"genre_scores_gemma":[0.9451334,0.05365297,0.0006261326,0.00009746834,0.0000930523,0.0001424604,0.000008042281,0.00001623335,0.0002302291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03840681,"threshold_uncertainty_score":0.6546115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539463185118426,"score_gpt":0.2444756350177309,"score_spread":0.2290810031665467,"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."}}