{"id":"W2525096705","doi":"10.1038/jp.2016.172","title":"Non-invasive high-frequency ventilation versus bi-phasic continuous positive airway pressure (BP-CPAP) following CPAP failure in infants <1250 g: a pilot randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Bronchopulmonary dysplasia; Randomization; Randomized controlled trial; Gestational age; Anesthesia; Internal medicine; Obstructive sleep apnea; Pregnancy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003166504,0.0003561722,0.003343357,0.0009591234,0.0001135382,0.00002902938,0.000312104,0.0003580745,0.0003082369],"category_scores_gemma":[0.01020252,0.0002260022,0.0007815955,0.0003516433,0.0002864485,0.0003846044,0.00007986929,0.0008633527,0.00003455481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880078,"about_ca_system_score_gemma":0.001720674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007391706,"about_ca_topic_score_gemma":0.0001774789,"domain_scores_codex":[0.9947314,0.001217268,0.001940006,0.0003957552,0.0009747996,0.0007408221],"domain_scores_gemma":[0.9930299,0.004184885,0.001235426,0.0003264747,0.0008097528,0.0004135547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9682047,0.0004030675,0.0009005229,0.0001548106,0.001098306,0.003318032,0.0002821321,0.000002153706,0.02073471,0.0005883556,0.00009198087,0.004221259],"study_design_scores_gemma":[0.9835176,0.00739407,0.0018658,0.0008232086,0.0005459345,0.0002847698,0.00009599972,0.00001449691,0.003293525,0.0002882661,0.001671614,0.0002046969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851145,0.003085204,0.0001577373,0.0042488,0.002435552,0.00450984,0.00001234916,0.00001968264,0.0004163048],"genre_scores_gemma":[0.9980016,0.0003081499,0.0003686401,0.0001826007,0.0005276084,0.00023509,0.000003231408,0.00004584741,0.0003271723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744118,"threshold_uncertainty_score":0.998135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951669445834062,"score_gpt":0.3351074111954856,"score_spread":0.3155907167371449,"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."}}