{"id":"W3175367135","doi":"10.1007/978-3-030-59265-3_6","title":"Clinical and Surgical Management of Pediatric Diseases of the Nasal Cavity, Paranasal Sinus, and Skull Base","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Nasal cavity; Medicine; Paranasal sinuses; Skull; Nose; Craniofacial; Sinus (botany); Deformity; Anatomy; Radiology; Surgery; Biology","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":[0.000206256,0.0004568423,0.000268341,0.0005675983,0.0003293878,0.0005460034,0.0004017607,0.0004403617,0.004957515],"category_scores_gemma":[0.0005739059,0.0001377576,0.0002005527,0.0004002128,0.000365464,0.0004732483,0.0003984869,0.001112792,0.001234676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742995,"about_ca_system_score_gemma":0.0009190575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413112,"about_ca_topic_score_gemma":0.006231303,"domain_scores_codex":[0.9998934,0.00002024448,0.000008903652,0.000008083875,0.00005247094,0.00001683257],"domain_scores_gemma":[0.9998662,0.00005791396,0.00001619846,0.000002975294,0.00002527597,0.00003135722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004888023,0.0001835016,0.009909567,0.0004675117,0.00001440675,0.01671373,0.0006569533,0.002602984,0.003254036,0.02602818,0.2956144,0.6445058],"study_design_scores_gemma":[0.000008974897,0.0001701194,0.02180717,0.0008836059,0.00001670974,0.1266636,0.0007681481,0.0009766951,0.0008192548,0.009523069,0.8383324,0.00003026963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02576859,0.4436165,0.01397206,0.01648874,0.006642518,0.0001210819,0.0003340985,0.0002516399,0.4928048],"genre_scores_gemma":[0.1536168,0.5255645,0.03471836,0.009423517,0.01242492,0.0002637556,0.0008434297,0.0001443573,0.2630004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004957515,"threshold_uncertainty_score":0.01658458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807824445629525,"score_gpt":0.3280409500078557,"score_spread":0.2899627055515605,"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."}}