{"id":"W3208161182","doi":"10.1111/pan.14317","title":"Use of nasal high flow in upper airway surgery with laser","year":2021,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Airway; Anesthesia; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002206685,0.000360427,0.0009463248,0.0008810787,0.00002379252,0.00003034243,0.0001210751,0.0006025924,0.001628392],"category_scores_gemma":[0.00009292251,0.0002932514,0.000216739,0.0007574193,0.00006331088,0.0001761384,0.0000339428,0.0008592251,0.00003253874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137822,"about_ca_system_score_gemma":0.0002779408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419096,"about_ca_topic_score_gemma":0.000004709751,"domain_scores_codex":[0.9978813,0.0001128785,0.0005791102,0.0004580887,0.0006131077,0.000355498],"domain_scores_gemma":[0.9985282,0.0003521435,0.0003113209,0.0005424531,0.0002114581,0.00005437357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006422526,0.00007777463,0.1165551,0.0006219267,0.00003576606,0.0009861704,0.00002716348,0.000004546791,4.138264e-7,0.000006368593,0.8802664,0.001354163],"study_design_scores_gemma":[0.000461277,0.000574733,0.02939357,0.0002995355,0.0005865283,0.00005594981,0.00001524094,0.00005699768,0.000356133,0.00002009696,0.9676271,0.0005528222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4550497,0.001252554,0.0005329785,0.5389278,0.0002119652,0.001610408,0.00002144909,0.00046764,0.001925504],"genre_scores_gemma":[0.04190206,0.0286939,0.0188766,0.6358752,0.02254765,0.0007193097,0.008793142,0.0009673191,0.2416249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4131477,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461163887096932,"score_gpt":0.2236551221197126,"score_spread":0.1990434832487433,"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."}}