{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009572323,0.0004216406,0.0009527049,0.0002129158,0.0002190102,0.000421214,0.0004223041,0.000723338,0.001453933],"category_scores_gemma":[0.001539026,0.0001850083,0.0004907007,0.0001807626,0.0003614045,0.0003142929,0.0002736549,0.0009640846,0.0001070908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007359672,"about_ca_system_score_gemma":0.001410551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210741,"about_ca_topic_score_gemma":0.006054299,"domain_scores_codex":[0.9994971,0.0002382838,0.00004583389,0.00006480706,0.00007777529,0.0000761887],"domain_scores_gemma":[0.999359,0.0002025046,0.0001330542,0.00003129555,0.00005195435,0.0002222952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.828854,0.01717689,0.008900091,0.001537035,0.0008713166,0.0002661743,0.0001801355,0.0003292329,0.02232406,0.0002112467,0.0005142901,0.1188355],"study_design_scores_gemma":[0.1957148,0.7305741,0.0650204,0.0001977452,0.0006101302,0.0002865839,0.00007890451,0.0006759822,0.004945086,0.00009410181,0.001777149,0.00002492508],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971092,0.001947823,0.0001344163,0.000112841,0.00004033805,0.000303091,0.00004430129,0.000008006538,0.0003000039],"genre_scores_gemma":[0.9970194,0.001198411,0.0007178798,0.0001501459,0.00005196516,0.0003614163,0.00008576526,0.000002200288,0.0004127248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210741,"threshold_uncertainty_score":0.005339861,"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."}}