{"id":"W2076366910","doi":"10.1159/000353363","title":"The Stable Microbubble Test for Determining Continuous Positive Airway Pressure (CPAP) Success in Very Preterm Infants Receiving Nasal CPAP from Birth","year":2013,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Continuous positive airway pressure; Medicine; Interquartile range; Receiver operating characteristic; Gestation; Intubation; Positive pressure; Gestational age; Anesthesia; Microbubbles; Ultrasound; Surgery; Pregnancy; Internal medicine; Radiology","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":[0.0006603316,0.0002925365,0.0006834057,0.0002074605,0.0003506169,0.00009093951,0.0004593272,0.0003624762,0.0002257296],"category_scores_gemma":[0.002587296,0.0002297467,0.00009061509,0.0002648815,0.0003068824,0.0002907402,0.0002585868,0.000776601,0.00008638389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461195,"about_ca_system_score_gemma":0.0006269198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777756,"about_ca_topic_score_gemma":0.001831061,"domain_scores_codex":[0.9967373,0.0002673366,0.0006567711,0.0006584804,0.0003591202,0.001320962],"domain_scores_gemma":[0.992804,0.005670697,0.0002206613,0.0005750807,0.0004236604,0.0003059079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002340453,0.0002050516,0.7112963,0.0006706889,0.0001684501,0.0003753591,0.001142085,0.00001047412,0.03317605,0.0001013808,0.001857577,0.2486562],"study_design_scores_gemma":[0.01322863,0.002914238,0.7133164,0.001173619,0.0001210621,0.0003491367,0.000851223,0.005650367,0.05948828,0.0009450733,0.2010928,0.0008690938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986729,0.007328557,0.00007642018,0.001545465,0.0003980885,0.002675822,0.0001717981,0.00007117094,0.001003663],"genre_scores_gemma":[0.9951399,0.0002376143,0.0008524103,0.001129096,0.000159448,0.0006949573,0.00004093022,0.0000744108,0.001671265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2477871,"threshold_uncertainty_score":0.9368799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173566419122226,"score_gpt":0.3143744902861022,"score_spread":0.2970178483738796,"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."}}