{"id":"W2604349934","doi":"10.1093/pch/16.9.557","title":"Case 1: A newborn in distress","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Respiratory distress; Emergency department; Vaginal delivery; Neonatal intensive care unit; Respiratory rate; Pediatrics; Pregnancy; Lethargy; Heart rate; Anesthesia; Internal medicine; Blood pressure","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":[0.0003335446,0.0001485696,0.000296063,0.000129696,0.0001105018,0.00000435449,0.00007542076,0.0001189036,0.00008811888],"category_scores_gemma":[0.00007855351,0.0001308051,0.00006440332,0.0004517825,0.00003431148,0.00003426097,0.00004166934,0.0004834955,0.00004439785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168759,"about_ca_system_score_gemma":0.0004141512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202289,"about_ca_topic_score_gemma":0.0003349412,"domain_scores_codex":[0.998474,0.00003421089,0.0004284074,0.0003065825,0.0001938197,0.0005629943],"domain_scores_gemma":[0.9988029,0.0000370105,0.0001194498,0.0003086033,0.00003975004,0.0006922997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008958757,0.00201038,0.5253958,0.005746268,0.00002260818,0.01842817,0.004475707,3.320861e-7,0.00001339596,0.0006488891,0.009994636,0.4323679],"study_design_scores_gemma":[0.0182768,0.003158332,0.8286738,0.001006963,0.0001531933,0.05185172,0.00260756,0.000239395,0.001279075,0.001102776,0.09009866,0.001551693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597898,0.01083175,0.00009814079,0.005533827,0.0003993583,0.0009043327,0.0001569206,0.0001301788,0.02215567],"genre_scores_gemma":[0.9917362,0.001300334,0.002291607,0.003896565,0.0005463262,0.00001611388,0.0000777494,0.00002069731,0.0001144615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308162,"threshold_uncertainty_score":0.5334075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640941957178113,"score_gpt":0.2887487199023324,"score_spread":0.2623393003305513,"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."}}