{"id":"W4283275883","doi":"10.1093/pch/pxac020","title":"Noninvasive ventilation of air transported infants with respiratory distress in the Canadian Arctic","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Medicine; Respiratory distress; Intubation; Adverse effect; Continuous positive airway pressure; Ventilation (architecture); Anesthesia; Airway; Tracheal intubation; Emergency medicine; Positive airway pressure; Pediatrics; Internal medicine; Obstructive sleep apnea; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054052,0.0003166026,0.000275086,0.001294345,0.001299013,0.0009886492,0.0007979042,0.0002199194,0.0007409143],"category_scores_gemma":[0.003185406,0.0001903874,0.0003477177,0.002513601,0.0005266342,0.0002347799,0.0007185414,0.000320697,0.00008283274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009425545,"about_ca_system_score_gemma":0.02095184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425282,"about_ca_topic_score_gemma":0.9590945,"domain_scores_codex":[0.9989083,0.0001453067,0.0001539994,0.0001281445,0.0004048584,0.0002594598],"domain_scores_gemma":[0.9975786,0.0002428777,0.0009020052,0.00004690745,0.0009504468,0.0002792699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006528934,0.00001316795,0.9827009,0.00040596,0.00005479243,0.001401261,0.001897572,0.0001350797,0.0005015838,0.00009587708,0.0006297576,0.01209868],"study_design_scores_gemma":[0.000003786973,0.00004069148,0.9902637,0.0004270363,0.00004399723,0.0008103554,0.005981889,0.0001483355,0.0001729719,0.00001938723,0.002078055,0.000009880556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856219,0.008681113,0.0001846688,0.0003549988,0.00006328628,0.00005116763,0.001414485,0.000008190981,0.00362025],"genre_scores_gemma":[0.9942046,0.00438643,0.0002990704,0.0001378215,0.00002056281,0.00002273881,0.0005540131,0.000004420825,0.0003703742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05747175,"threshold_uncertainty_score":0.1156204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874153973942465,"score_gpt":0.3194799782421215,"score_spread":0.2907384385026969,"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."}}