{"id":"W4402926748","doi":"10.1002/ppul.27283","title":"Pilot testing of “A NICU guide to tracheostomy”","year":2024,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alvin J. Siteman Cancer Center; Foundation for Barnes-Jewish Hospital","keywords":"Medicine; Intensive care medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000194732,0.0004214639,0.0009308417,0.0008365078,0.00003393337,0.00001167427,0.0003158614,0.0006625034,0.000169002],"category_scores_gemma":[0.0006928224,0.0003717387,0.0002196081,0.0009193082,0.00007765169,0.00002882492,0.000147222,0.002247987,0.0008842068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959919,"about_ca_system_score_gemma":0.0004510898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549145,"about_ca_topic_score_gemma":0.00001706197,"domain_scores_codex":[0.9973733,0.00005953781,0.0008152506,0.0007288831,0.0003188146,0.0007041728],"domain_scores_gemma":[0.9985046,0.0004521026,0.0002155514,0.0005204809,0.0001612575,0.0001460088],"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":[0.00004910509,0.0001083191,0.005323097,0.00144687,0.00007094804,0.0009098414,0.00004806016,0.000002770143,0.0001585263,0.00001141034,0.9814594,0.01041162],"study_design_scores_gemma":[0.0005497722,0.002008478,0.004119675,0.00009619039,0.001099809,0.0003503496,0.00001894992,0.000024832,0.00004387501,0.0004964895,0.9907842,0.0004074173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03097323,0.008853541,0.0001088515,0.9312453,0.002039274,0.0009406867,0.0001364471,0.0004404805,0.02526223],"genre_scores_gemma":[0.04463318,0.0006985941,0.009233285,0.863479,0.03050488,0.0002834831,0.0005217565,0.0003896217,0.05025619],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06776626,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152502663484563,"score_gpt":0.2913505454858272,"score_spread":0.2598255188509815,"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."}}