{"id":"W4318218593","doi":"10.15690/pf.v19i6.2472","title":"Multidisciplinary Approach to Recurrent Upper Respiratory Tract Diseases in Children. Intermediate Study Results","year":2023,"lang":"en","type":"article","venue":"Педиатрическая фармакология","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Medicine; GERD; Respiratory tract; Upper respiratory tract infection; Larynx; Disease; Gastroenterology; Respiratory system; Internal medicine; Pediatrics; Surgery; Reflux","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":[0.0007127085,0.0002940303,0.0002667015,0.0005040946,0.0003923409,0.0004076658,0.0002110714,0.0002986544,0.002833653],"category_scores_gemma":[0.00126087,0.00009275178,0.0004415946,0.0003881466,0.0001480551,0.0002677127,0.0007076495,0.00036927,0.0001974705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767908,"about_ca_system_score_gemma":0.001090402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921273,"about_ca_topic_score_gemma":0.004028697,"domain_scores_codex":[0.9992359,0.0003406786,0.00007631332,0.0001006757,0.00009342742,0.0001530414],"domain_scores_gemma":[0.9994598,0.00006792129,0.0001531715,0.00001775608,0.00007619486,0.0002250775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003960962,0.0007912264,0.9104882,0.001241258,0.0003264774,0.002198774,0.001215831,0.0002053803,0.0008824462,0.0003672615,0.006034237,0.07585281],"study_design_scores_gemma":[0.0001009607,0.001297916,0.977178,0.0009507,0.0002025304,0.004827627,0.002785642,0.0002217592,0.0003791004,0.0001738864,0.01186131,0.00002053811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617596,0.0256939,0.001330889,0.002353435,0.0004897141,0.0004906271,0.0008560896,0.00003469682,0.006991056],"genre_scores_gemma":[0.9878091,0.006911453,0.002046076,0.00059343,0.0002929498,0.0005170514,0.000520662,0.000005647967,0.001303656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002833653,"threshold_uncertainty_score":0.009479523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343961921402652,"score_gpt":0.3365524126903482,"score_spread":0.3031127934763217,"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."}}