{"id":"W2335432106","doi":"10.1097/01.pcc.0000449183.68306.7a","title":"ABSTRACT 457","year":2014,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Exsufflation; Insufflation; Anesthesia; Noninvasive ventilation; Tidal volume; Ventilation (architecture); Pneumothorax; Lung volumes; Nocturnal; Lung; Mechanical ventilation; Respiratory system; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003255249,0.000797656,0.0004835775,0.001068101,0.001087423,0.002266159,0.0009780783,0.00194459,0.3956712],"category_scores_gemma":[0.001442866,0.000235683,0.0006313545,0.0008376952,0.0005423584,0.001430113,0.001523861,0.001787934,0.2496968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008203204,"about_ca_system_score_gemma":0.001174936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541224,"about_ca_topic_score_gemma":0.001312863,"domain_scores_codex":[0.9992303,0.0001328165,0.00008427266,0.0001574506,0.0002232044,0.0001720022],"domain_scores_gemma":[0.9992412,0.000120688,0.00008618515,0.00006495311,0.000234962,0.0002519044],"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":[0.0005916381,0.0006053344,0.01616989,0.001614902,0.00006324794,0.05626101,0.0008666616,0.0003640671,0.007302471,0.01503938,0.4221292,0.4789921],"study_design_scores_gemma":[0.00003191838,0.0001509393,0.005148815,0.0008232467,0.00003446356,0.05172156,0.000689983,0.0002466458,0.001138641,0.003375448,0.9366121,0.00002618039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03379161,0.01591787,0.006859649,0.01322269,0.007670258,0.0003943172,0.003249266,0.0009983501,0.917896],"genre_scores_gemma":[0.1399805,0.01165604,0.00397074,0.01216789,0.0046356,0.000257555,0.006321864,0.0005623879,0.8204474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6043288,"threshold_uncertainty_score":0.8620017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445177942597963,"score_gpt":0.3331016841778607,"score_spread":0.308649904751881,"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."}}