{"id":"W2278334396","doi":"10.1002/alr.21726","title":"Outcomes of chronic frontal sinusitis treated with ethmoidectomy: a prospective study","year":2016,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Frontal sinus; Ethmoidectomy; Surgery; Sinusitis; Endoscopy; Prospective cohort study; Maxillary sinus","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":[0.0007602423,0.000380018,0.0004582303,0.0006586092,0.0005979041,0.0005937401,0.0003000383,0.0005926399,0.001300325],"category_scores_gemma":[0.001529719,0.000303333,0.0005509681,0.0007678969,0.0003775204,0.0005850259,0.0004375287,0.0004980395,0.0002311053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988495,"about_ca_system_score_gemma":0.0004878978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714693,"about_ca_topic_score_gemma":0.002022769,"domain_scores_codex":[0.9994375,0.000134811,0.00007304666,0.0001239018,0.000122967,0.0001077778],"domain_scores_gemma":[0.9986344,0.0001569592,0.0007231092,0.00008824034,0.0001364729,0.0002608077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000162369,0.00007231624,0.9990851,0.000007742992,0.00003095289,0.0001185913,0.00003196981,0.000009350551,0.00007066812,0.000004736627,0.00002490883,0.000381291],"study_design_scores_gemma":[0.00002958063,0.0004479739,0.9984227,0.000008761322,0.00002682465,0.0006889247,0.0001839517,0.00004055956,0.00002652453,0.000007017357,0.0001136649,0.00000340181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994759,0.0002174381,0.00002576553,0.00001119097,0.00000315199,0.00001346214,0.000103827,7.226935e-7,0.0001485705],"genre_scores_gemma":[0.9994087,0.0001598019,0.00004165785,0.00001776181,0.00001605776,0.000021375,0.0002936117,7.839862e-7,0.0000402814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001714693,"threshold_uncertainty_score":0.004350066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009946902483974633,"score_gpt":0.2760710412275361,"score_spread":0.2661241387435614,"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."}}