{"id":"W1976424638","doi":"10.1055/s-0030-1253405","title":"Impact of Target Blood Gases on Outcome in Congenital Diaphragmatic Hernia (CDH)","year":2010,"lang":"en","type":"article","venue":"European Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Mary's University; University of Calgary","funders":"University of Pittsburgh","keywords":"Medicine; Congenital diaphragmatic hernia; Diaphragmatic breathing; Outcome (game theory); Hernia; Diaphragmatic hernia; Surgery; Pathology; Pregnancy; Fetus","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":[0.002591818,0.000316051,0.001129577,0.001116286,0.00003675283,0.00002227508,0.0001993337,0.0000530401,0.0005574639],"category_scores_gemma":[0.006007421,0.0002318791,0.0008635891,0.000587084,0.0000972351,0.0001438942,0.00006802723,0.0008178625,0.0001237228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004937977,"about_ca_system_score_gemma":0.000318206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485855,"about_ca_topic_score_gemma":0.000006090283,"domain_scores_codex":[0.9964594,0.0004099702,0.001876695,0.0001952791,0.0006562662,0.0004023963],"domain_scores_gemma":[0.9960318,0.001960258,0.0009931598,0.0003532078,0.0003223941,0.0003391727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000251142,0.000849185,0.9883446,0.0001269022,0.0003796548,0.003414099,0.0003131309,0.00001108415,0.001632015,0.000002536188,0.001993536,0.002682111],"study_design_scores_gemma":[0.001805744,0.0005824127,0.9961644,0.00006507064,0.0004776412,0.0004201123,0.00007600025,0.000007374636,0.0001028726,0.00001512387,0.00008510832,0.0001980721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954296,0.0009013796,0.000007614221,0.0001069337,0.00093449,0.0001762327,0.00003074931,0.00002125043,0.002391733],"genre_scores_gemma":[0.9978288,0.0001919939,0.0003880689,0.00005948751,0.001364722,0.000001462227,0.000003790763,0.00006869592,0.00009294474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007819863,"threshold_uncertainty_score":0.9455757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911541909578088,"score_gpt":0.2878913773497099,"score_spread":0.2587759582539291,"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."}}