{"id":"W4394755302","doi":"10.1016/j.pedneo.2023.09.013","title":"Corticosteroid use in neonatal hypotension: A survey of Canadian neonatologists","year":2024,"lang":"en","type":"article","venue":"Pediatrics & Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Corticosteroid; Pediatrics; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001307532,0.0003090579,0.0008199915,0.003348735,0.00006454858,0.00003908417,0.0003019577,0.0005255637,0.0001953273],"category_scores_gemma":[0.00520843,0.0002966734,0.0001240815,0.004618538,0.0003149016,0.0002062901,0.0001607375,0.001200779,0.0002350541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202949,"about_ca_system_score_gemma":0.003953474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3648557,"about_ca_topic_score_gemma":0.5278575,"domain_scores_codex":[0.9959701,0.000417293,0.001003536,0.0007822994,0.0006750266,0.00115177],"domain_scores_gemma":[0.9951878,0.00254329,0.0001067082,0.0006199847,0.0005964594,0.0009458108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009287508,0.00009038128,0.8114837,0.001546891,0.00004803914,0.01948323,0.0002898397,0.00001144874,0.0001278712,0.001514312,0.002647727,0.1618278],"study_design_scores_gemma":[0.001623647,0.0005629018,0.8149347,0.000112118,0.00006845057,0.002107513,0.00005245226,0.001380113,0.000232619,0.0002402601,0.178311,0.000374171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460555,0.04937641,0.00006251338,0.002209547,0.0009152841,0.0007853908,0.0002569157,0.00009049556,0.0002479783],"genre_scores_gemma":[0.9945863,0.003412364,0.0004741539,0.0009666768,0.00009552144,0.00004099534,0.0001502884,0.00006699138,0.0002066355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756633,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09786263281048194,"score_gpt":0.3566548729106553,"score_spread":0.2587922401001734,"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."}}