{"id":"W4384698507","doi":"10.1002/14651858.cd013660.pub2","title":"Continuous positive airway pressure (CPAP) for apnoea of prematurity","year":2023,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; Royal College of Surgeons in Ireland","keywords":"Continuous positive airway pressure; Medicine; Airway; Anesthesia; Obstructive sleep apnea","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005784882,0.001002556,0.006123489,0.00638207,0.0005539738,0.00191405,0.001462418,0.002563887,0.008986304],"category_scores_gemma":[0.02512444,0.0004048557,0.003694121,0.006242221,0.0009564566,0.001674377,0.001293778,0.001787681,0.0007659343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883252,"about_ca_system_score_gemma":0.006373293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001238,"about_ca_topic_score_gemma":0.005435214,"domain_scores_codex":[0.993331,0.002734266,0.002056496,0.000423424,0.001304604,0.0001502159],"domain_scores_gemma":[0.9812196,0.01343459,0.004143825,0.0001745475,0.0008179001,0.0002096093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004740474,0.0000198233,0.0002263085,0.8977338,0.001868411,0.0001156153,0.00009629696,0.00006602601,0.0001410774,0.0007966505,0.00504249,0.0934194],"study_design_scores_gemma":[0.00135444,0.0006416756,0.003731488,0.9061821,0.01456057,0.001008003,0.0001738478,0.0001145563,0.0003691875,0.001274668,0.0705442,0.00004537557],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003556407,0.9979857,0.00006840796,0.0002428242,0.0001960292,0.0002034918,0.0001343942,0.000007264491,0.0008063253],"genre_scores_gemma":[0.009584216,0.9875109,0.0005480259,0.0008908157,0.0002251031,0.0007472379,0.0001567224,0.00000681294,0.0003301426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008986304,"threshold_uncertainty_score":0.03059375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2113035333952301,"score_gpt":0.4771531547720368,"score_spread":0.2658496213768067,"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."}}