{"id":"W4387895779","doi":"10.22541/au.169811827.76928979/v1","title":"EUFOREA/EPOS2020 Statement on the Clinical Considerations for CRSwNP Care","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; Université de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Context (archaeology); Nasal polyps; Chronic rhinosinusitis; Sinusitis; Asthma; Surgery; Internal medicine","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":[0.0310192,0.001159718,0.001392312,0.001680194,0.001808671,0.005512235,0.003149088,0.01672323,0.01215165],"category_scores_gemma":[0.03883269,0.0007202945,0.002920196,0.00123372,0.002182931,0.002347999,0.004559707,0.01084201,0.01316175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540833,"about_ca_system_score_gemma":0.02001619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007868665,"about_ca_topic_score_gemma":0.008640971,"domain_scores_codex":[0.9834211,0.004899239,0.002541888,0.000684116,0.006608751,0.00184484],"domain_scores_gemma":[0.9722999,0.0100609,0.003185946,0.0011153,0.01001547,0.003322548],"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":[0.0001290104,0.0001652604,0.0009522621,0.0008547122,0.00003763451,0.0004876986,0.0002490819,0.0006532162,0.001129245,0.02071187,0.9029653,0.07166468],"study_design_scores_gemma":[0.00004511232,0.00005817293,0.001312554,0.00230324,0.00002890874,0.0003648643,0.0001102914,0.000186696,0.0004452925,0.004693445,0.9904218,0.00002974102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004775376,0.04957539,0.02270989,0.6053438,0.05420253,0.002068495,0.01109801,0.00119746,0.249029],"genre_scores_gemma":[0.04569598,0.04916026,0.1362914,0.5361547,0.03461163,0.004303415,0.02233323,0.001766199,0.1696831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0310192,"threshold_uncertainty_score":0.1640471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952504220548043,"score_gpt":0.4839760032777635,"score_spread":0.08872558122295926,"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."}}