{"id":"W4225329824","doi":"10.1002/ppul.25955","title":"Diagnostic accuracy of point‐of‐care ultrasound compared to standard‐of‐care methods for endotracheal tube placement in neonates","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Hospital for Sick Children","funders":"Grand Challenges Canada","keywords":"Medicine; Interquartile range; Capnography; Auscultation; Point of care ultrasound; Endotracheal tube; Intubation; Gold standard (test); Endotracheal intubation; Ultrasound; Diagnostic accuracy; Intensive care unit; Emergency medicine; Surgery; Anesthesia; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005011279,0.0001584241,0.0006822371,0.0007026852,0.00005101526,0.000003030795,0.0002387144,0.00007424002,0.0007043559],"category_scores_gemma":[0.002390164,0.0001639392,0.0001324614,0.0005554964,0.00005036909,0.00005408142,0.000184695,0.0001855707,8.638946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974471,"about_ca_system_score_gemma":0.0001455211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007729542,"about_ca_topic_score_gemma":0.00001718739,"domain_scores_codex":[0.9982899,0.0001885569,0.0007492823,0.0002874974,0.0002172338,0.000267556],"domain_scores_gemma":[0.996374,0.00264045,0.000350123,0.0002871203,0.0002878563,0.00006042056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0151366,0.001599785,0.5787739,0.009543905,0.0003908793,0.00001576927,0.02970082,0.002456644,0.006446773,0.007630906,0.03042321,0.3178809],"study_design_scores_gemma":[0.0286837,0.1339217,0.1967033,0.0003800759,0.003603003,0.00004165692,0.1307259,0.00162288,0.305057,0.01142316,0.1855043,0.002333356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431645,0.01080942,0.03625722,0.001050034,0.0004275444,0.004568486,0.0004933278,0.0001126355,0.00311679],"genre_scores_gemma":[0.9704884,0.001196826,0.02720753,0.000051622,0.00007553249,0.0006231589,0.0002514464,0.00002268536,0.00008285611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820706,"threshold_uncertainty_score":0.7712204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748235993665171,"score_gpt":0.3553275574808752,"score_spread":0.3378451975442235,"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."}}