{"id":"W1927592149","doi":"10.4193/rhino10.121","title":"Allergic fungal rhinosinusitis - a new staging system","year":2011,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"National University of Singapore","keywords":"Medicine; Nasal cavity; Chronic rhinosinusitis; Nose; Endoscopy; Maxillary sinus; Sinus (botany); Stage (stratigraphy); Scoring system; Dermatology; 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":[0.005746477,0.0006137216,0.0004040685,0.003187608,0.0003209102,0.0008580344,0.0006847548,0.0004543495,0.001278164],"category_scores_gemma":[0.007210645,0.0002346169,0.0005854314,0.0009525242,0.0005602756,0.001971038,0.001306584,0.0004889104,0.0004056202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672732,"about_ca_system_score_gemma":0.0009237187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771467,"about_ca_topic_score_gemma":0.004698243,"domain_scores_codex":[0.9979429,0.0006260935,0.0004121953,0.0002283721,0.0006652998,0.0001252278],"domain_scores_gemma":[0.9953994,0.0009971707,0.001002366,0.0003153387,0.001992852,0.0002928203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006433189,0.0001171447,0.8367309,0.0003224176,0.0001212972,0.0002466156,0.0004468528,0.001106054,0.005800828,0.0007151397,0.002994246,0.1507551],"study_design_scores_gemma":[0.0002072715,0.002432559,0.9228469,0.0004887472,0.0006047552,0.008481044,0.001379984,0.03590818,0.005675523,0.001364462,0.02046986,0.0001408208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237174,0.008655363,0.04938233,0.0009463889,0.0008200356,0.0009570499,0.001466285,0.0003576805,0.01369765],"genre_scores_gemma":[0.9319211,0.001805371,0.06243034,0.00008088256,0.0002349055,0.0004066558,0.001599933,0.0000213014,0.001499679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005746477,"threshold_uncertainty_score":0.03039068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587958538892947,"score_gpt":0.2548103690325952,"score_spread":0.1989307836436657,"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."}}