{"id":"W4280587547","doi":"10.1002/ppul.25984","title":"Reference values for respiratory sinusoidal oscillometry in children aged 3 to 17 years","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Confidence interval; Asthma; Population; Body mass index; Breathing; Pulmonary function testing; Pediatrics; Audiology; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345413,0.0001530311,0.0003351704,0.0008117552,0.0001555079,0.000007890131,0.0002358375,0.0001092046,0.0002646832],"category_scores_gemma":[0.000307459,0.0001577141,0.00009703929,0.0007733526,0.00004477273,0.00004023636,0.0002143116,0.0003472615,0.00004698035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578978,"about_ca_system_score_gemma":0.0003154837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488015,"about_ca_topic_score_gemma":0.000007732828,"domain_scores_codex":[0.9984013,0.0001407822,0.0003264775,0.0004605966,0.0002337148,0.0004371707],"domain_scores_gemma":[0.9992319,0.0001125584,0.00008944777,0.0003286542,0.00003835166,0.0001991115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005058446,0.0003197409,0.9580708,0.00002572537,0.00001753862,0.0001061192,0.0001257646,0.00009534093,0.000499166,0.00003131368,0.03343556,0.006767141],"study_design_scores_gemma":[0.001405069,0.00106964,0.9811225,0.000002619942,0.00006138056,0.00003548451,0.0001287136,0.000004600211,0.00002444485,0.0001159088,0.01585268,0.0001769643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966421,0.001640588,0.00003137582,0.00026481,0.0001793086,0.0008035903,0.0001236557,0.00008056192,0.0002340193],"genre_scores_gemma":[0.9952555,0.00002407686,0.0002594184,0.002722136,0.0005872358,0.0003784552,0.0000597842,0.0000310988,0.0006823252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02305175,"threshold_uncertainty_score":0.6431392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190146970947106,"score_gpt":0.287436938396101,"score_spread":0.2684222413013904,"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."}}