{"id":"W2951796281","doi":"10.1007/978-3-319-97022-6_10","title":"Balloon-Assisted Frontal Sinus Surgery","year":2019,"lang":"en","type":"article","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Balloon; Frontal sinus; Surgery; Balloon dilation; Dissection (medical); Balloon catheter; Radiology","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":[0.0001519272,0.0003908204,0.0003869673,0.000391902,0.001117723,0.0006656963,0.0002606033,0.0005997936,0.004526347],"category_scores_gemma":[0.0004281627,0.0000864571,0.0008360365,0.0003170768,0.0005029157,0.0006427737,0.0004653794,0.001084873,0.001132533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636487,"about_ca_system_score_gemma":0.001341238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916691,"about_ca_topic_score_gemma":0.005787324,"domain_scores_codex":[0.9998554,0.00001012871,0.00001321022,0.00002307217,0.00003283319,0.00006541958],"domain_scores_gemma":[0.9998798,0.00001633613,0.0000200894,0.00001991638,0.00001035091,0.00005339556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003160124,0.0009162737,0.08138864,0.0004373484,0.0007019233,0.3322961,0.0005652421,0.0009783998,0.0720681,0.005604416,0.02066854,0.4812148],"study_design_scores_gemma":[0.0003148214,0.001723725,0.1230646,0.0001896502,0.0002216945,0.7911242,0.0006261703,0.001814658,0.008593502,0.002674186,0.06956364,0.00008903215],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945858,0.02304855,0.008593163,0.005383706,0.003605718,0.0001176062,0.0008185472,0.0005616235,0.06328528],"genre_scores_gemma":[0.9820634,0.004673196,0.003186446,0.001416129,0.001068457,0.00002872772,0.0003463601,0.00003673578,0.007180448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004526347,"threshold_uncertainty_score":0.01514214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193906410429456,"score_gpt":0.2523990691552262,"score_spread":0.2330084281122806,"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."}}