{"id":"W4408808816","doi":"10.1002/alr.23572","title":"A Novel International Endoscopic Sphenoid Surgery Classification (IESSC): A Delphi Consensus","year":2025,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Medicine; Sinus (botany); Rhinology; Surgery; Sphenoid bone; Endoscopic sinus surgery; Delphi; Pterygopalatine fossa; Skull; General surgery; Otorhinolaryngology; Computer science","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":[0.06455123,0.0008392595,0.0006143574,0.006608168,0.002989818,0.002024659,0.00194008,0.001546019,0.003788905],"category_scores_gemma":[0.05396901,0.0004316406,0.001455078,0.003159557,0.002805171,0.002540646,0.00593443,0.001849786,0.000833933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005064501,"about_ca_system_score_gemma":0.02273077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813519,"about_ca_topic_score_gemma":0.003275504,"domain_scores_codex":[0.9514231,0.02787521,0.008320203,0.001857292,0.008559899,0.001964382],"domain_scores_gemma":[0.9595013,0.01012819,0.003153871,0.002275451,0.0227294,0.002211806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001133211,0.0005392988,0.07954734,0.005801282,0.0003182042,0.001215827,0.06422497,0.004719833,0.01841697,0.06565774,0.0770897,0.6813356],"study_design_scores_gemma":[0.000922518,0.002012476,0.1812249,0.01108499,0.000658951,0.005963434,0.1186024,0.03592301,0.01298577,0.1028395,0.5269573,0.0008247106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4433129,0.004234805,0.3532578,0.02986199,0.004092251,0.04146753,0.00333226,0.0004875969,0.1199529],"genre_scores_gemma":[0.5788831,0.001845972,0.3819538,0.002900061,0.0005750804,0.02386991,0.003539108,0.0001190872,0.006313988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06455123,"threshold_uncertainty_score":0.3413836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388732611692775,"score_gpt":0.312578499678325,"score_spread":0.2786911735613972,"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."}}