{"id":"W4388421923","doi":"10.1002/lary.31134","title":"The Dubai Definition and Diagnostic Criteria of Laryngopharyngeal Reflux: The <scp>IFOS</scp> Consensus","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Chinese Hospital; Montreal General Hospital","funders":"","keywords":"Laryngopharyngeal reflux; Medicine; Reflux; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006996876,0.0002243792,0.0003136356,0.00005755481,0.0005244848,0.000054415,0.0002145322,0.0000772304,0.00002936075],"category_scores_gemma":[0.001481745,0.0001008264,0.0001064659,0.0003879034,0.0004947396,0.00004351421,0.0001755663,0.0002662205,0.0002847253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002395575,"about_ca_system_score_gemma":0.00006860826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005309888,"about_ca_topic_score_gemma":0.00001502787,"domain_scores_codex":[0.9983504,0.0002464472,0.0003327613,0.0002531675,0.0003621831,0.0004550405],"domain_scores_gemma":[0.9949051,0.00415442,0.000132919,0.000589155,0.00009808735,0.0001202801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007845155,0.001570841,0.4682191,0.001201677,0.00415606,0.007530884,0.0131069,0.00002103727,0.03143347,0.02322115,0.4097542,0.03900018],"study_design_scores_gemma":[0.002940284,0.0008759456,0.976378,0.0001895158,0.0006508432,0.0003792259,0.0005602809,0.0001690322,0.004524947,0.004137244,0.009142794,0.0000519097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873203,0.001707056,0.000002361912,0.004118797,0.0002744353,0.0007192424,0.00007086105,0.0001029553,0.005683978],"genre_scores_gemma":[0.9952952,0.001596905,0.00006452086,0.0008255002,0.0001776606,0.0001008532,0.00006466935,0.00003767223,0.001837069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5081589,"threshold_uncertainty_score":0.4111582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301470401437778,"score_gpt":0.2976145536230475,"score_spread":0.2674675134792697,"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."}}