{"id":"W3007422553","doi":"10.1002/ppul.24695","title":"High‐flow nasal cannula for the treatment of life‐threatening plastic bronchitis","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Nasal cannula; Cannula; Bronchitis; Intensive care medicine; Surgery; Anesthesia; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002582746,0.0001791813,0.0004534881,0.00006034584,0.000079597,0.000006653689,0.00008863038,0.00009459936,0.00009333246],"category_scores_gemma":[0.0001907004,0.0001119005,0.0001485366,0.0001793864,0.00006140349,0.00002457531,0.00001896611,0.00003506599,0.00003089414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006301886,"about_ca_system_score_gemma":0.0002152329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003826926,"about_ca_topic_score_gemma":0.00002252469,"domain_scores_codex":[0.9990171,0.00002065159,0.0002933915,0.0002656252,0.0001104234,0.0002928473],"domain_scores_gemma":[0.9989775,0.0004998312,0.0001251155,0.000183529,0.00005385227,0.0001601381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003801772,0.002844769,0.7802185,0.0003944967,0.002324631,0.0002621446,0.003312804,0.001167782,0.00009065888,0.001016548,0.007465053,0.1971009],"study_design_scores_gemma":[0.09782463,0.05016477,0.722223,0.00004223829,0.01733316,0.0002603731,0.001600032,0.06597786,0.000864895,0.002204006,0.04014094,0.001364022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805381,0.008332614,0.003087533,0.006211242,0.0005660781,0.000940354,0.0001143899,0.00006349858,0.0001462076],"genre_scores_gemma":[0.9948098,0.002368524,0.001388308,0.0003097311,0.0007534369,0.0001217525,0.0000679276,0.00002668505,0.000153853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957368,"threshold_uncertainty_score":0.4563169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197833333876778,"score_gpt":0.2483167200767084,"score_spread":0.2263383867379406,"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."}}