{"id":"W2985160064","doi":"10.1111/pan.13738","title":"A simple adaptor to facilitate pediatric flexible bronchoscopy","year":2019,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Flexible bronchoscopy; Bronchoscopy; Simple (philosophy); Intensive care medicine; Surgery; Epistemology","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":[0.0002335646,0.000852611,0.001270622,0.0008382584,0.0001217467,0.0000657788,0.0004939179,0.001155158,0.0006494159],"category_scores_gemma":[0.0001112863,0.0007592107,0.0005325867,0.001144734,0.00004149855,0.0001178179,0.00007264597,0.002032619,0.00741775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759888,"about_ca_system_score_gemma":0.0007335359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731214,"about_ca_topic_score_gemma":0.000002530835,"domain_scores_codex":[0.9955726,0.0001017419,0.0007671288,0.001207289,0.001068469,0.001282731],"domain_scores_gemma":[0.9978094,0.0003006152,0.0002753275,0.00104951,0.0001854128,0.0003797684],"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":[0.0001156568,0.0001025871,0.0550699,0.00155138,0.00003226893,0.0007212021,0.0001588162,0.00001406234,0.000002861366,0.000003214405,0.9417697,0.0004583564],"study_design_scores_gemma":[0.001070662,0.0008845173,0.01763526,0.0000212083,0.0009111633,0.0001678923,0.00003434205,0.00001379785,0.000005534167,0.00005343559,0.9783627,0.0008394265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1498007,0.006064401,0.0003598724,0.8334647,0.0006205252,0.003901457,0.0002131546,0.001087186,0.00448801],"genre_scores_gemma":[0.009345716,0.001574248,0.001252983,0.8772169,0.02761409,0.0002834601,0.001281039,0.0003928637,0.08103865],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.140455,"threshold_uncertainty_score":0.9994859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707913061383863,"score_gpt":0.2589943132918232,"score_spread":0.2219151826779845,"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."}}