{"id":"W4390843057","doi":"10.4193/rhin23.415","title":"EPOS2020/EUFOREA expert opinion on defining disease states and therapeutic goals in CRSwNP","year":2024,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; University Hospital Foundation","funders":"","keywords":"Medicine; Expert opinion; Chronic rhinosinusitis; Quality of life (healthcare); Exacerbation; Nasal polyps; Disease; Intensive care medicine; Disease management; Family medicine; Physical therapy; Immunology; Pathology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001394489,0.00009832806,0.0001591873,0.0002582215,0.00009328925,0.00004230554,0.00003746955,0.00006630232,0.0003195862],"category_scores_gemma":[0.00005481232,0.00007396542,0.0000545686,0.0001045342,0.00006866912,0.00006452273,0.00001639036,0.0004303999,0.00004341371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006058983,"about_ca_system_score_gemma":0.0001116428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204495,"about_ca_topic_score_gemma":0.000004401043,"domain_scores_codex":[0.9992744,0.00005855827,0.0002070168,0.000154583,0.0001028697,0.0002025335],"domain_scores_gemma":[0.9995469,0.0001617321,0.00003082891,0.00008153058,0.00002468537,0.0001542806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001936254,0.0007498483,0.6713876,0.0002131126,0.0007469949,0.009958581,0.006555994,0.0001016255,0.008741871,0.08561245,0.02976238,0.1842334],"study_design_scores_gemma":[0.001734585,0.0008789779,0.960539,0.001116668,0.0000472069,0.003275259,0.0005017849,0.001740035,0.0001743222,0.01057394,0.01921543,0.0002027241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478437,0.04542892,0.00006890311,0.005160687,0.0006318451,0.00008185353,0.00001238496,0.0000411398,0.0007305396],"genre_scores_gemma":[0.99247,0.005624923,0.0000786812,0.001436468,0.0002152945,0.000007282986,0.00002216828,0.00001403128,0.0001311922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891515,"threshold_uncertainty_score":0.3499244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814591789837998,"score_gpt":0.3366082815124125,"score_spread":0.3084623636140325,"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."}}