{"id":"W4229444354","doi":"10.22541/au.165216263.37119056/v1","title":"The burden of Chronic Rhinosinusitis with Nasal Polyps and its relation to Asthma in Finland","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"AstraZeneca","keywords":"Medicine; Asthma; Nasal polyps; Internal medicine; Chronic rhinosinusitis; Incidence (geometry); Sinusitis; Pediatrics; Surgery","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":[0.000744711,0.0002075025,0.0002894287,0.001457877,0.0006739374,0.001113425,0.0005422137,0.0005906851,0.001358435],"category_scores_gemma":[0.002469318,0.0002828683,0.000582705,0.002261939,0.0003748428,0.0006372817,0.00103639,0.0003479187,0.0001414689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110954,"about_ca_system_score_gemma":0.001261781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04486109,"about_ca_topic_score_gemma":0.0301168,"domain_scores_codex":[0.9991751,0.000131634,0.0001322364,0.0001960522,0.0001817161,0.000183236],"domain_scores_gemma":[0.9985718,0.0002010172,0.0008359833,0.00005195582,0.0001216114,0.0002176321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003362241,0.000008794635,0.9983137,0.00002433168,0.00003867695,0.0001428001,0.0001044847,0.00004242253,0.0000758188,0.00002304532,0.0001019268,0.001090375],"study_design_scores_gemma":[0.000002869604,0.00001603658,0.9993488,0.00001475814,0.0000179493,0.0001927612,0.000189765,0.00006516568,0.000007910018,0.00001496934,0.0001263587,0.000002617094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959918,0.001722792,0.0000322277,0.000218689,0.00001168982,0.000006540876,0.001405135,0.000002604256,0.0006085855],"genre_scores_gemma":[0.9983625,0.0006983482,0.00003142241,0.00002513378,0.0000199068,0.000006134741,0.000791277,8.299177e-7,0.00006450123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486109,"threshold_uncertainty_score":0.0891999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013216285808685,"score_gpt":0.2710068523605193,"score_spread":0.2577905665518343,"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."}}