{"id":"W2792919234","doi":"10.1097/pcc.0000000000001470","title":"Downward Trend in Pediatric Resident Laryngoscopy Participation in PICUs","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Tracheal intubation; Emergency medicine; Laryngoscopy; Intensive care; Intubation; Airway; Prospective cohort study; Airway management; Guideline; Cohort study; Intensive care medicine; Anesthesia; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005328266,0.0002201685,0.0004530695,0.00111547,0.00005437762,0.00001331964,0.0001264953,0.0001588679,0.002493565],"category_scores_gemma":[0.002047362,0.0001852719,0.00005691872,0.001431828,0.0001885627,0.0001581088,0.00007165205,0.0003376681,0.00007923317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029654,"about_ca_system_score_gemma":0.00007571766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002165001,"about_ca_topic_score_gemma":0.0007401232,"domain_scores_codex":[0.997612,0.00009788918,0.0007516478,0.0004454995,0.0006039038,0.0004890781],"domain_scores_gemma":[0.9989133,0.0002250753,0.00006501628,0.0003277968,0.0002423817,0.0002264605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002513444,0.0002662031,0.9330764,0.0008989989,0.000003679297,0.00006690476,0.003743912,7.425529e-7,0.0000388706,0.002119574,0.05001752,0.009515864],"study_design_scores_gemma":[0.00498254,0.008954749,0.9664648,0.0001862524,0.0006795431,0.000004351681,0.002678433,0.0002974237,0.0005213376,0.001573634,0.01316658,0.000490422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491824,0.003529248,0.0006093251,0.0074527,0.0004650938,0.0006738759,0.000005116846,0.0002206968,0.03786153],"genre_scores_gemma":[0.9929936,0.001950679,0.0003066635,0.0003512071,0.003722435,0.0001093633,0.00006610686,0.00002639439,0.0004735788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04381115,"threshold_uncertainty_score":0.9984183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645654951865769,"score_gpt":0.3837405743878247,"score_spread":0.357284024869167,"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."}}