{"id":"W2966973497","doi":"10.4193/rhin19.410","title":"European position paper on diagnostic tools in rhinology","year":2019,"lang":"en","type":"review","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Rhinology; Position paper; Intensive care medicine; Medical physics; Diagnostic test; Nose; Otorhinolaryngology; Physical examination; Disease; Nasal decongestant; Surgery; Pathology; Pediatrics","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":["insufficient_payload"],"category_scores_codex":[0.0004184297,0.0003893451,0.001671577,0.0008494046,0.0001141008,0.00004943802,0.0002429613,0.0005661826,0.001408808],"category_scores_gemma":[0.001081963,0.0002981815,0.0005195747,0.0002295851,0.00009922789,0.0001316108,0.00006640308,0.002697945,0.003699126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513679,"about_ca_system_score_gemma":0.0003914312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003753514,"about_ca_topic_score_gemma":0.000005393072,"domain_scores_codex":[0.9971502,0.0008941866,0.0008777112,0.0003874344,0.0001917449,0.0004987568],"domain_scores_gemma":[0.9974802,0.001439477,0.0004341304,0.0004021207,0.00008188107,0.0001622164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003253839,0.0002497521,0.0003023677,0.00110417,0.0002679352,0.007619201,0.0000332307,9.837133e-7,0.000006278382,0.002794726,0.007237685,0.9803512],"study_design_scores_gemma":[0.001203105,0.0009905911,0.01414574,0.0144622,0.001032446,0.03688186,0.00001035814,3.971913e-7,5.992746e-7,0.0001136835,0.9308691,0.0002898791],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001199132,0.9777197,0.000008088,0.0006135241,0.001311554,0.0005834512,0.00004826412,0.00004195164,0.01847436],"genre_scores_gemma":[0.001283421,0.9949343,0.00004476001,0.001737291,0.0009075092,0.00001744063,0.0003050184,0.00005862826,0.0007116445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9800612,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119777796651317,"score_gpt":0.3737626678670078,"score_spread":0.2617848882018761,"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."}}