{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009129882,0.0002103635,0.000251828,0.001084676,0.0002969613,0.0006146102,0.0007778896,0.00061064,0.001671588],"category_scores_gemma":[0.005630196,0.0002356698,0.0003730925,0.001296545,0.0002884909,0.000517129,0.0006939996,0.0006805472,0.0003579393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690169,"about_ca_system_score_gemma":0.0006983202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007439004,"about_ca_topic_score_gemma":0.007376337,"domain_scores_codex":[0.9988852,0.0001714821,0.0001098742,0.0002964686,0.0003224886,0.0002144649],"domain_scores_gemma":[0.9948341,0.0004990912,0.002749305,0.0002470112,0.000867049,0.0008034122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003675209,0.00001353811,0.9972076,0.00001621871,0.00001668501,0.00003754973,0.0001593078,0.00002696372,0.0001545569,0.00001315058,0.0002112977,0.002106423],"study_design_scores_gemma":[9.67918e-7,0.00002901595,0.9994236,0.000009135273,0.000003647016,0.0001160161,0.0001299049,0.00007234667,0.00004553341,0.000002238494,0.0001667072,0.000001002185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976987,0.0005423395,0.000137851,0.0002204443,0.00001428536,0.00000951627,0.0008231127,0.00002181552,0.0005319199],"genre_scores_gemma":[0.9980851,0.0003736786,0.0001895315,0.00006082127,0.00002623225,0.00002180017,0.0009990378,0.000005534421,0.0002382555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007439004,"threshold_uncertainty_score":0.01479143,"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."}}