{"id":"W1804186622","doi":"10.26443/mjm.v9i2.443","title":"Ventilatory management in extremely low birth weight infants","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; SickKids Foundation; Hospital for Sick Children; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Respiratory distress; Bronchopulmonary dysplasia; Low birth weight; Incidence (geometry); High-frequency ventilation; Population; Lung; Pulmonary compliance; Pediatrics; Intensive care medicine; Birth weight; Surfactant therapy; Gestational age; Surgery; Anesthesia; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001562572,0.0001161157,0.0001783504,0.0005501476,0.0002682794,0.0003384062,0.0003077243,0.00024492,0.000240695],"category_scores_gemma":[0.002037961,0.00005929087,0.0001318926,0.0004409615,0.0002032213,0.0001324023,0.0002155547,0.0002784222,0.00007411821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158018,"about_ca_system_score_gemma":0.0006295575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823199,"about_ca_topic_score_gemma":0.01096198,"domain_scores_codex":[0.9998437,0.00003729094,0.00003420114,0.0000112392,0.00004550123,0.00002800687],"domain_scores_gemma":[0.999613,0.00008927836,0.0001799492,0.000009478193,0.00004680732,0.00006152465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002092429,0.00006443416,0.8683608,0.000697322,0.00006591526,0.02911315,0.0008808462,0.0002778926,0.002964044,0.0002052314,0.001828886,0.09533223],"study_design_scores_gemma":[0.00001736672,0.0002056103,0.9592339,0.0003809762,0.00004553721,0.03473514,0.0006812516,0.0002099129,0.0007607847,0.0001345787,0.003585824,0.00000915085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9520115,0.0439978,0.0001971284,0.0008438613,0.00003768861,0.00001852705,0.00009375502,0.00001305504,0.00278668],"genre_scores_gemma":[0.989037,0.01016897,0.0002038465,0.0001570417,0.00003154619,0.00001046902,0.0001363909,0.000002878787,0.000251797],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007823199,"threshold_uncertainty_score":0.01555532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07919431809376316,"score_gpt":0.3671142803695635,"score_spread":0.2879199622758003,"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."}}