{"id":"W3122438619","doi":"10.1093/pch/pxy162","title":"High-volume surfactant administration using a minimally invasive technique: Experience from a Canadian Neonatal Intensive Care Unit","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Pulmonary surfactant; Respiratory distress; Surfactant therapy; Continuous positive airway pressure; Mist; Anesthesia; Intubation; Neonatal intensive care unit; Catheter; Ventilation (architecture); Intensive care medicine; Mechanical ventilation; Surgery; Gestational age; Pediatrics; Chemistry; Pregnancy","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":[0.001500071,0.0004290424,0.0004075887,0.0005416857,0.002201031,0.0009494777,0.0009761322,0.0005954772,0.0008166765],"category_scores_gemma":[0.006393826,0.0002295785,0.0002954767,0.001022326,0.0008501593,0.0003945036,0.0008408185,0.0006510954,0.0001415477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241961,"about_ca_system_score_gemma":0.02537042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5649197,"about_ca_topic_score_gemma":0.7186798,"domain_scores_codex":[0.9984596,0.0002253252,0.0001250278,0.0001694696,0.0007137331,0.0003069465],"domain_scores_gemma":[0.9963,0.0005199373,0.0008160084,0.0001367927,0.001092628,0.001134568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005296275,0.0007787994,0.8542202,0.0006825869,0.00009290067,0.01606645,0.02207524,0.0006370333,0.005333415,0.0005522243,0.003298051,0.09573344],"study_design_scores_gemma":[0.00007092025,0.00357935,0.935679,0.0007264297,0.0001209155,0.01928189,0.02392035,0.001149411,0.002328621,0.0001229826,0.01289155,0.0001286192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970757,0.0009462335,0.0002352993,0.0003878499,0.00002598666,0.00009002433,0.00007531296,0.000008065232,0.001155592],"genre_scores_gemma":[0.9943072,0.003128323,0.001309681,0.0004797155,0.00003155614,0.0000416706,0.0001297051,0.00001174867,0.0005604639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649197,"threshold_uncertainty_score":0.8752853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704079809073611,"score_gpt":0.360837471452285,"score_spread":0.3137966733615489,"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."}}