{"id":"W2616266861","doi":"10.1097/ccm.0000000000002423","title":"Noninvasive Ventilation in the PICU: One Step Closer*","year":2017,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629494,0.0005620224,0.001168357,0.0005140231,0.00195091,0.002776632,0.001085684,0.02489879,0.004232178],"category_scores_gemma":[0.0129172,0.0003081632,0.0008934154,0.0003338455,0.001615755,0.00388451,0.0009284936,0.02903283,0.002771632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253524,"about_ca_system_score_gemma":0.001842301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306388,"about_ca_topic_score_gemma":0.003128986,"domain_scores_codex":[0.9982222,0.0006049426,0.0002310477,0.0002511256,0.0004494915,0.0002412294],"domain_scores_gemma":[0.994647,0.002860933,0.0003293923,0.0001749943,0.000900806,0.001086885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001052438,0.0001039608,0.003850323,0.0001969307,0.00004134827,0.0266161,0.0002259007,0.0001553035,0.000405198,0.004616274,0.9341878,0.02949567],"study_design_scores_gemma":[0.0003268064,0.0003198277,0.006764038,0.002823299,0.00009426927,0.06613953,0.001734415,0.001395775,0.0005071504,0.03091676,0.8888168,0.0001612812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008983384,0.004468311,0.0001639017,0.9780431,0.01387569,0.000007455847,0.0000169854,0.00001557754,0.002510694],"genre_scores_gemma":[0.01370987,0.009823145,0.0006259714,0.7479534,0.2241484,0.00003299493,0.00004931426,0.00002576249,0.00363112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02489879,"threshold_uncertainty_score":0.01635051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06531743343130798,"score_gpt":0.3535577047921639,"score_spread":0.2882402713608559,"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."}}