{"id":"W4372325363","doi":"10.33140/jpnb.08.02.02","title":"Early Cpap and Large Volume Minimal Invasive Surfactant Administration (Ecalmist)","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatrics & Neonatal Biology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Pulmonary surfactant; Anesthesia; Gestational age; Catheter; Birth weight; Mechanical ventilation; Ventilation (architecture); Surgery; Pregnancy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427631,0.0001817511,0.0005121978,0.00061049,0.0001117028,0.00002727457,0.0001837079,0.0002912322,0.0001151033],"category_scores_gemma":[0.002560963,0.0001499927,0.0001291263,0.0006559866,0.0001455462,0.0001658235,0.0001460979,0.0007873513,0.0001549192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113379,"about_ca_system_score_gemma":0.001603187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002032443,"about_ca_topic_score_gemma":0.00002195674,"domain_scores_codex":[0.9976456,0.0001653746,0.0008215163,0.0002704528,0.0005055555,0.0005914591],"domain_scores_gemma":[0.9974815,0.0007465918,0.0004367898,0.0001830909,0.0005467919,0.0006051969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008502679,0.0004482333,0.7756817,0.002334593,0.0001854607,0.01290469,0.001301487,0.000001593563,0.0317189,0.001009239,0.01124849,0.1546629],"study_design_scores_gemma":[0.008549065,0.01890134,0.6789009,0.00009699325,0.0002497871,0.003305333,0.0006689883,0.00009945082,0.00332553,0.001298603,0.2840785,0.0005255216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913288,0.005598729,0.00006961091,0.002033954,0.0004345712,0.0002499359,0.0001384552,0.00002819253,0.0001177176],"genre_scores_gemma":[0.9932885,0.004331995,0.0004073891,0.0003504538,0.001066143,0.000004541243,0.00004055249,0.00002629131,0.0004841434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27283,"threshold_uncertainty_score":0.6116527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134064779390121,"score_gpt":0.3536938469343616,"score_spread":0.3223531991404604,"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."}}