{"id":"W2134592673","doi":"10.1056/nejmoa1215554","title":"High-Frequency Oscillation in Early Acute Respiratory Distress Syndrome","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":895,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Hamilton Health Sciences; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; ARDS; Randomization; Anesthesia; High-frequency ventilation; Randomized controlled trial; Respiratory distress; Mechanical ventilation; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007127034,0.0001791707,0.0006314829,0.0004333156,0.00003093069,0.00001346987,0.0001361511,0.0001158509,0.0009355242],"category_scores_gemma":[0.0002042695,0.0001159564,0.0000746669,0.0002781218,0.00007171543,0.0002999064,0.00001593314,0.0004539687,0.00004144842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008586879,"about_ca_system_score_gemma":0.0002055615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284917,"about_ca_topic_score_gemma":0.00002450036,"domain_scores_codex":[0.9980415,0.00008183481,0.0008347585,0.0001558058,0.0006250158,0.0002610503],"domain_scores_gemma":[0.9985913,0.00007553553,0.0003726246,0.0002294918,0.0002478821,0.0004831634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046329,0.0002380551,0.588952,0.0001457927,0.0003918667,0.0110145,0.002400858,0.00001755028,0.2102225,0.001155236,0.01273852,0.1716768],"study_design_scores_gemma":[0.08142047,0.008686791,0.8783444,0.001371501,0.0004058258,0.004874873,0.0003186592,0.00001291815,0.002056623,0.0055629,0.01664828,0.0002968165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935994,0.000634876,0.0004090217,0.00344596,0.0008871259,0.0002659262,0.000002147732,0.0000150631,0.0007404989],"genre_scores_gemma":[0.9957286,0.00007415241,0.0007682914,0.0009601746,0.001832135,0.000003451449,0.000006931149,0.00002221534,0.0006040766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893923,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770519720734077,"score_gpt":0.2646535278234877,"score_spread":0.246948330616147,"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."}}