{"id":"W3021812839","doi":"10.1177/0194599820917400","title":"Frontal Ostium Grade (FOG): A New Computer Tomography Grading System for Endoscopic Frontal Sinus Surgery","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ostium; Frontal sinus; Medicine; Grading (engineering); Sagittal plane; Nuclear medicine; Anatomy; 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":[0.001637523,0.0008840523,0.0002694049,0.003890053,0.0003007863,0.0007623731,0.0007712429,0.0005352076,0.002258753],"category_scores_gemma":[0.003857688,0.0001859304,0.0006690494,0.001305903,0.0004862626,0.0009839803,0.0009179072,0.0003964335,0.0005065092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943122,"about_ca_system_score_gemma":0.0006084313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405313,"about_ca_topic_score_gemma":0.003721875,"domain_scores_codex":[0.9991649,0.0001501179,0.000200414,0.00008750473,0.0002933828,0.0001036145],"domain_scores_gemma":[0.9975521,0.00032606,0.001125148,0.0001116464,0.0006401174,0.0002448637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000853786,0.00009510806,0.9331176,0.0002038635,0.0001380694,0.000397953,0.0001834272,0.0006728307,0.007586448,0.0004677148,0.003125834,0.05315731],"study_design_scores_gemma":[0.0001147301,0.001055955,0.9758614,0.000132514,0.0002118982,0.006039996,0.000560965,0.006299889,0.002911074,0.0006112053,0.006144106,0.00005626626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9470361,0.002730454,0.03146376,0.0004157229,0.0003379612,0.00104234,0.002894116,0.0003537706,0.01372579],"genre_scores_gemma":[0.9574611,0.0006134851,0.0384072,0.00008004243,0.0001145969,0.0003234964,0.001647605,0.00003761002,0.001314892],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003890053,"threshold_uncertainty_score":0.008660138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146269821350229,"score_gpt":0.2524815539068101,"score_spread":0.2210188556933078,"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."}}