{"id":"W1491391572","doi":"10.1038/jp.2015.61","title":"Neonatal nasal intermittent positive pressure ventilation efficacy and lung pressure transmission","year":2015,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster Children's Hospital","funders":"","keywords":"Medicine; Tidal volume; Anesthesia; Mean airway pressure; Cannula; Continuous positive airway pressure; Ventilation (architecture); Lung; Positive pressure; Respiratory system; Airway; Cardiology; Internal medicine; Surgery","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":[0.000528178,0.0001230742,0.00038584,0.0002261679,0.0000520372,0.00001495431,0.0001087841,0.0001650927,0.00006815439],"category_scores_gemma":[0.0003265544,0.00009600203,0.00007285933,0.0001009289,0.000122047,0.0001711321,0.00005781462,0.0006350767,0.000004084027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005865884,"about_ca_system_score_gemma":0.0004140746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007967918,"about_ca_topic_score_gemma":0.000001111549,"domain_scores_codex":[0.9985088,0.0001737439,0.0004184856,0.0001659772,0.0004830136,0.0002499493],"domain_scores_gemma":[0.9985136,0.0001136009,0.0002010726,0.0001189247,0.0005182952,0.0005345212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02727697,0.0005656916,0.02216421,0.002249874,0.0007606128,0.004742824,0.004960346,0.00007435856,0.007421859,0.0005603052,0.002551445,0.9266715],"study_design_scores_gemma":[0.009985483,0.004385781,0.1298563,0.0005654995,0.0003916924,0.009881088,0.0003250851,0.002186191,0.006444655,0.0001003178,0.8357039,0.0001739598],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950299,0.04550499,0.0009025431,0.002419849,0.000307773,0.0003493691,0.000006103969,0.00001193638,0.0001984898],"genre_scores_gemma":[0.9985809,0.0001903036,0.0004807376,0.0001510162,0.0001629513,0.000002807328,0.000002695514,0.00001742058,0.0004111695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9264975,"threshold_uncertainty_score":0.3914849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361527478117551,"score_gpt":0.3723205141737977,"score_spread":0.3387052393926222,"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."}}