{"id":"W1987574051","doi":"10.1016/s0030-6657(12)70746-1","title":"Refluks krtaniowo-gardłowy (LPR) u pacjentów z przewlekłą chrypką","year":2012,"lang":"pl","type":"article","venue":"Otolaryngologia Polska","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laryngopharyngeal reflux; Laryngitis; Reflux; Chronic cough; Internal medicine; Erythema; GERD; Laryngoscopy; Larynx; Gastroenterology; Outpatient clinic; Laryngology; Dermatology; Disease; Surgery; Intubation; Asthma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009099286,0.001291484,0.00159942,0.0003833152,0.0004823236,0.0001288119,0.0006417686,0.001099644,0.005126724],"category_scores_gemma":[0.0006472254,0.001072935,0.0006968739,0.0006539462,0.0004715899,0.0006843052,0.0004576313,0.001465067,0.01402728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006902473,"about_ca_system_score_gemma":0.0003572646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560954,"about_ca_topic_score_gemma":0.00001239554,"domain_scores_codex":[0.992731,0.0004780543,0.001172207,0.001161618,0.001133688,0.003323389],"domain_scores_gemma":[0.9951781,0.0002727348,0.0005547981,0.001813688,0.0002365293,0.001944136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000274867,0.002818251,0.9673961,0.000394312,0.001320495,0.002261266,0.0009970687,7.896748e-7,0.001835625,0.002192872,0.01593433,0.004574061],"study_design_scores_gemma":[0.005434872,0.002033417,0.9561103,0.0003693064,0.001658915,0.0007763595,0.0002173297,0.00002679569,0.005754788,0.00009851413,0.02688375,0.0006356576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148564,0.011615,0.00006364362,0.0008369344,0.003865421,0.002144149,0.000265799,0.0004683197,0.06588434],"genre_scores_gemma":[0.9629893,0.000510586,0.001042141,0.001773107,0.002899628,0.0001845349,0.0004104668,0.0002222209,0.02996802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0481329,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548302717270146,"score_gpt":0.3056883402224815,"score_spread":0.28020531304978,"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."}}