{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524188,0.001275175,0.001733304,0.007317425,0.0004707118,0.001717767,0.001440652,0.001752682,0.01294312],"category_scores_gemma":[0.003415008,0.0003880604,0.001147515,0.006570338,0.0007562811,0.002593122,0.001390796,0.002697751,0.006102902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153326,"about_ca_system_score_gemma":0.003169789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849598,"about_ca_topic_score_gemma":0.002878616,"domain_scores_codex":[0.9989744,0.0001828049,0.0002282605,0.0001467267,0.0003958936,0.00007191527],"domain_scores_gemma":[0.9973726,0.001326505,0.0003372002,0.00007031298,0.0007208582,0.0001724755],"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":[0.00008558733,0.00007281936,0.0001998811,0.03586514,0.0001299498,0.000220524,0.00009668283,0.0002137875,0.0007415419,0.003137591,0.174477,0.7847595],"study_design_scores_gemma":[0.0000157725,0.00005576208,0.0007233802,0.01621359,0.0001333285,0.001164247,0.0000508814,0.00004089106,0.0001224044,0.001024556,0.9804413,0.00001394064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004159201,0.9943439,0.00009949773,0.0005796032,0.003156098,0.0000110231,0.00003174496,0.000008942182,0.001727666],"genre_scores_gemma":[0.0003730664,0.994852,0.0003219148,0.0008004058,0.001844304,0.00001287193,0.0000912305,0.000004749337,0.001699448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01294312,"threshold_uncertainty_score":0.04329902,"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."}}