{"id":"W3211357645","doi":"10.1111/pan.14337","title":"Lung and airway ultrasound in pediatric anesthesia","year":2021,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pneumothorax; Ultrasound; Lung ultrasound; Lung; Hypoxemia; Airway; Radiology; Pleural effusion; Intensive care medicine; Perioperative; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009235961,0.0009438354,0.003617433,0.0007854697,0.0001364585,0.0001089946,0.0004572203,0.001202667,0.0003647873],"category_scores_gemma":[0.001074159,0.0008181175,0.0007767872,0.002888338,0.0001483275,0.0001293182,0.00006595326,0.001591792,0.0003439567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831919,"about_ca_system_score_gemma":0.001458895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003035462,"about_ca_topic_score_gemma":0.00000422145,"domain_scores_codex":[0.9947352,0.0003715171,0.001955841,0.001481381,0.0006507795,0.000805222],"domain_scores_gemma":[0.9917852,0.005518314,0.000731066,0.001235729,0.0001697089,0.0005599686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005671765,0.003210499,0.4759711,0.1025334,0.0003514425,0.007273976,0.0005784088,0.000001439126,3.650349e-7,0.001555583,0.03618817,0.3722789],"study_design_scores_gemma":[0.0006707707,0.0001314485,0.01320193,0.001072117,0.007009282,0.01276953,0.00002128657,0.000003604487,9.202523e-8,0.00007095905,0.9641169,0.0009320845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005604306,0.9913778,0.00001854063,0.0004906469,0.00005139012,0.001893783,0.000008677566,0.0001700704,0.0003848344],"genre_scores_gemma":[0.0002760051,0.9932955,0.001236227,0.0003894311,0.002529304,0.000562027,0.0004459916,0.0002102969,0.001055217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9279287,"threshold_uncertainty_score":0.999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723528812148418,"score_gpt":0.3492995708573835,"score_spread":0.3120642827358993,"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."}}