{"id":"W4412788559","doi":"10.1002/ohn.1344","title":"Clinical Practice Guideline: Adult Sinusitis Update","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Guideline; Medicine; Sinusitis; Otorhinolaryngology; Intensive care medicine; Clinical Practice; Chronic rhinosinusitis; Primary ciliary dyskinesia; Clinical trial; Medical physics; Physical therapy; Surgery; Pathology; Internal medicine; Bronchiectasis","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":[0.0004241871,0.0001297779,0.0003847131,0.0001550039,0.0001059762,0.00001419069,0.0001088759,0.0002576619,0.0008304999],"category_scores_gemma":[0.002513502,0.0001211864,0.0001573538,0.0003217469,0.0001536754,0.0001062808,0.00008735355,0.0004090706,0.0005752793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003669912,"about_ca_system_score_gemma":0.0002629373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009089553,"about_ca_topic_score_gemma":0.00003424939,"domain_scores_codex":[0.9984416,0.0001785067,0.0006531592,0.0003471223,0.0001224193,0.0002571542],"domain_scores_gemma":[0.9983428,0.0003940118,0.0001121919,0.0004330334,0.0005940518,0.0001239494],"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":[0.0004773096,0.000579645,0.1210494,0.00004177365,0.0003468633,0.00186332,0.0000248968,5.057338e-7,0.0006111238,0.08994042,0.7702497,0.01481507],"study_design_scores_gemma":[0.002288136,0.0002956749,0.235505,0.00006866516,0.000368759,0.001142841,0.00005299761,0.0001527107,0.0001477358,0.0006863602,0.7591584,0.0001327959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5667182,0.001154762,0.006283659,0.0585539,0.002277197,0.0007283353,0.00005246204,0.0003054778,0.3639261],"genre_scores_gemma":[0.7024921,0.0003336741,0.05293947,0.2370012,0.000802964,0.00005874978,0.0003901573,0.00003504524,0.005946675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579794,"threshold_uncertainty_score":0.9093391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012710489544006,"score_gpt":0.3749139052188982,"score_spread":0.3622034156748922,"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."}}