{"id":"W4316672441","doi":"10.1111/pan.14624","title":"A modified device to provide oxygen insufflation during intubations using flexible bronchoscopy","year":2023,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Insufflation; Citation; Library science; Anesthesia; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002419778,0.0004267952,0.0005402559,0.001458086,0.0002160366,0.00009748178,0.0002669653,0.0006258604,0.0002774381],"category_scores_gemma":[0.0001645078,0.0004383989,0.0001781432,0.001492531,0.00002472625,0.0002419453,0.00009585301,0.0008417144,0.0005263945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946054,"about_ca_system_score_gemma":0.0002526989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001689596,"about_ca_topic_score_gemma":0.000002304134,"domain_scores_codex":[0.9974487,0.00007346039,0.000650457,0.000648595,0.0006724039,0.0005064067],"domain_scores_gemma":[0.9986116,0.00008628186,0.0003347073,0.0005841486,0.0002541911,0.0001290365],"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":[0.00005004603,0.0000402873,0.002350817,0.001222045,0.00005237115,0.00008579504,0.000253255,0.0001895355,0.00006075494,0.00004560694,0.994561,0.001088513],"study_design_scores_gemma":[0.0008330794,0.001028846,0.01260161,0.0003391411,0.001309904,0.00003869979,0.00006030997,0.002783641,0.0005705715,0.0003358742,0.9789822,0.0011162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4352424,0.0003426398,0.00994375,0.5375705,0.0003147173,0.005744129,0.00001730082,0.003935536,0.006889093],"genre_scores_gemma":[0.04488342,0.004126075,0.02723974,0.4513026,0.05896959,0.002747058,0.004647776,0.001722236,0.4043615],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3974724,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05084337487501048,"score_gpt":0.3092544046709015,"score_spread":0.258411029795891,"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."}}