{"id":"W3172783899","doi":"10.3310/hta25360","title":"Nutritional management in newborn babies receiving therapeutic hypothermia: two retrospective observational studies using propensity score matching","year":2021,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Health Technology Assessment Programme; Arts and Humanities Research Council; Rosetrees Trust; Department of Health and Social Care; National Institute for Health and Care Research; Medical Research Council; Chiesi Farmaceutici","keywords":"Propensity score matching; Observational study; Medicine; Retrospective cohort study; Hypothermia; Pediatrics; Intensive care medicine; 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":[0.0005676211,0.0002072016,0.0006252144,0.0003300368,0.0002761107,0.00001123554,0.00009923651,0.0001416768,0.00003874221],"category_scores_gemma":[0.00005930649,0.0001933446,0.00006153055,0.0007429348,0.0002263152,0.0001011149,0.0002485772,0.0006719263,0.000005410335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198984,"about_ca_system_score_gemma":0.0004673381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002285961,"about_ca_topic_score_gemma":0.0001247238,"domain_scores_codex":[0.9980346,0.0001435349,0.0005093652,0.0005579107,0.0003076627,0.0004469256],"domain_scores_gemma":[0.9991225,0.00008851483,0.000184558,0.0003123104,0.0002333703,0.00005871867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001359497,0.0009472356,0.7854837,0.001081264,0.0004801583,0.001899737,0.0004179197,0.00006927282,0.01010649,0.1237778,0.0000893419,0.07551115],"study_design_scores_gemma":[0.001867564,0.0001966971,0.9098594,0.0006864897,0.00003794229,0.0007688722,0.00238464,0.0001384225,0.0004847398,0.08293618,0.0004757383,0.0001633338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494011,0.004895129,0.002770069,0.04082199,0.000258741,0.0009606379,0.00001249769,0.0001681831,0.0007116252],"genre_scores_gemma":[0.9069768,0.0008869558,0.08769024,0.003998959,0.000062505,0.0001380534,0.00003511512,0.00002441246,0.0001869829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243757,"threshold_uncertainty_score":0.7884362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799527260411376,"score_gpt":0.4161686886863081,"score_spread":0.2362159626451705,"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."}}