{"id":"W2470063668","doi":"10.1007/978-3-319-16724-4_22","title":"Endoscopic Sinus Surgery: Rationale, Indications, and Techniques","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"","keywords":"Medicine; Endoscopic sinus surgery; Surgery; Maxillary sinus; Chronic rhinosinusitis; Endoscope; Sinus (botany); Frontal sinus; Endoscopy","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":[0.0004936732,0.000905607,0.0005699986,0.001270539,0.0006097778,0.001771176,0.0005290887,0.001399704,0.01551647],"category_scores_gemma":[0.0006821774,0.0003442361,0.0003886431,0.0008261415,0.002173097,0.001911246,0.001043537,0.003722488,0.007236267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538875,"about_ca_system_score_gemma":0.001427779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008438464,"about_ca_topic_score_gemma":0.002993182,"domain_scores_codex":[0.9997762,0.00003751882,0.00001483156,0.00002933976,0.0001256839,0.00001641865],"domain_scores_gemma":[0.9997898,0.000127278,0.00001251621,0.00001015673,0.00003992267,0.00002038691],"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":[0.00004885537,0.000085816,0.0002096267,0.0009735943,0.000009946797,0.0005048703,0.000843513,0.0006850862,0.001936186,0.2704538,0.2374203,0.4868283],"study_design_scores_gemma":[0.000005299106,0.00002175007,0.0002377184,0.0004921421,0.000004359981,0.001064883,0.00009433195,0.0001045372,0.0001845423,0.03730004,0.9604786,0.00001182206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001453303,0.4114469,0.01448341,0.009618239,0.00800706,0.00009155788,0.0002481949,0.000169632,0.5544816],"genre_scores_gemma":[0.01466369,0.3865432,0.0264031,0.01013094,0.008097787,0.000176136,0.0002853271,0.0002163965,0.5534834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01551647,"threshold_uncertainty_score":0.05190772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487323017583582,"score_gpt":0.2930271036428379,"score_spread":0.2381538734670021,"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."}}