{"id":"W3115295780","doi":"10.1097/mop.0000000000000993","title":"Automated control of fraction of inspired oxygen: is it time for widespread adoption?","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Fraction (chemistry); Chromatography","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":[0.003337926,0.000746868,0.004081033,0.001960611,0.0002354501,0.001934635,0.001692703,0.001916187,0.003556771],"category_scores_gemma":[0.01092349,0.0004283187,0.00232945,0.002617742,0.0007016587,0.001950181,0.0007487197,0.001821578,0.000636759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586827,"about_ca_system_score_gemma":0.003889397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470807,"about_ca_topic_score_gemma":0.003152369,"domain_scores_codex":[0.9983606,0.0004463001,0.0004689538,0.0001960377,0.0004501302,0.00007805469],"domain_scores_gemma":[0.9930346,0.004997626,0.00108003,0.0001083405,0.0006855559,0.00009398104],"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":[0.0002394742,0.00002849013,0.0002247559,0.3707647,0.001013567,0.00009516691,0.0001048807,0.0002385507,0.0003370422,0.001455258,0.008776305,0.6167217],"study_design_scores_gemma":[0.000316849,0.0004384875,0.003911725,0.4502667,0.008027389,0.001306264,0.0003678628,0.0002438603,0.0005756632,0.001958339,0.5325188,0.00006802793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005474671,0.9995199,0.00003031626,0.0002035011,0.00008315934,0.000005928782,0.00001183423,0.00000188532,0.00008863542],"genre_scores_gemma":[0.0006955095,0.9988888,0.00009835298,0.0001957171,0.000067193,0.00001142048,0.00001401331,0.000001345884,0.00002763956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004081033,"threshold_uncertainty_score":0.01765281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629295438977414,"score_gpt":0.479100993950324,"score_spread":0.3161714500525826,"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."}}