{"id":"W2349326089","doi":"10.1097/scs.0000000000002506","title":"Chronic Rhinosinusitis With Massive Polyposis Causing Proptosis Requiring Craniofacial Resection","year":2016,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Nasal polyps; Chronic rhinosinusitis; Craniofacial; Sinusitis; Skull; Bone erosion; Surgery; Resection; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689835,0.000256612,0.0007315387,0.000607937,0.0003267216,0.00007118317,0.00007255924,0.0001792695,0.0006107295],"category_scores_gemma":[0.000380948,0.000163259,0.0004519163,0.0005331217,0.0002029296,0.0007516667,0.00002815209,0.0003350223,0.00002097381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051858,"about_ca_system_score_gemma":0.0009706586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007514442,"about_ca_topic_score_gemma":0.00003867336,"domain_scores_codex":[0.9975336,0.0001139393,0.00081365,0.0002482555,0.0008224297,0.0004681017],"domain_scores_gemma":[0.9977316,0.0003042729,0.0006630474,0.0002073209,0.0007618791,0.0003318495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003468639,0.0003078272,0.5451207,0.0002132377,0.0007666041,0.003759552,0.0003603663,0.00001400175,0.3867933,0.0001872992,0.005508667,0.05349982],"study_design_scores_gemma":[0.004721439,0.002050117,0.939523,0.004641529,0.0007706386,0.006396887,0.0001729278,0.000008562351,0.03647476,0.0001119822,0.004496926,0.0006312761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910275,0.0001953799,0.004097695,0.002683677,0.00114985,0.0002304375,0.00002868724,0.00004735058,0.0005394391],"genre_scores_gemma":[0.9958928,0.00021118,0.0002591769,0.0001736905,0.003124035,0.000007293168,0.000003647515,0.00005262164,0.0002755807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3944023,"threshold_uncertainty_score":0.668706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204215376651814,"score_gpt":0.2630522824397659,"score_spread":0.2410101286732477,"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."}}