{"id":"W4395035509","doi":"10.1055/s-0044-1784394","title":"Kortikosteroid-Anwendung und OP-Vorgeschichte zu Studienbeginn bei Patienten mit chronischer Rhinosinusitis mit Nasenpolypen im globalen Register AROMA","year":2024,"lang":"de","type":"article","venue":"Laryngo-Rhino-Otologie","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Gynecology; Medicine; Computer science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009040188,0.001808639,0.002324827,0.0007242766,0.001027115,0.0008926033,0.001334209,0.001333638,0.002054849],"category_scores_gemma":[0.000670355,0.001654354,0.001228689,0.001685388,0.001133142,0.001079458,0.001397813,0.002374758,0.00695121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313999,"about_ca_system_score_gemma":0.001010865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874326,"about_ca_topic_score_gemma":0.001072425,"domain_scores_codex":[0.9897087,0.000734294,0.002189612,0.002912553,0.001673694,0.002781171],"domain_scores_gemma":[0.9942527,0.0008656956,0.000630272,0.002613525,0.0004922058,0.001145546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001778014,0.003329522,0.3090659,0.004762558,0.0264238,0.0562651,0.005177078,0.00003881715,0.007074433,0.006946314,0.5510694,0.02806899],"study_design_scores_gemma":[0.007684182,0.004511808,0.2751948,0.007611034,0.01787022,0.0008127257,0.000878585,0.001393074,0.003391408,0.0007179106,0.6760176,0.003916609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6037145,0.3556156,0.0001211746,0.009768472,0.01093627,0.002942382,0.002278908,0.001055631,0.01356712],"genre_scores_gemma":[0.9663225,0.006135295,0.0007805296,0.006170729,0.004763276,0.0004379148,0.002129996,0.0004294148,0.01283036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362608,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309328230167551,"score_gpt":0.3209385514427711,"score_spread":0.2878452691410956,"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."}}