{"id":"W3128161766","doi":"10.1177/0194599820987131","title":"Levels of Evidence in Rhinology and Skull Base Surgery Research","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rhinology; Otorhinolaryngology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332007,0.00008157598,0.0005180663,0.0002847046,0.0000455039,0.000002833788,0.00004055342,0.0001318681,0.0002784618],"category_scores_gemma":[0.004244389,0.00006581895,0.00005401,0.0004824247,0.0003753549,0.00006006948,0.0001541571,0.0003321972,0.000016084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021896,"about_ca_system_score_gemma":0.000234577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141764,"about_ca_topic_score_gemma":0.0001547212,"domain_scores_codex":[0.9984688,0.0004673371,0.0002929395,0.0002873449,0.0001500707,0.0003335658],"domain_scores_gemma":[0.995901,0.003536493,0.00004096877,0.0002303062,0.0002227514,0.00006840362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001809432,0.0001314327,0.941176,0.0002395646,0.00003648432,0.001816655,0.0001815364,2.251714e-7,0.04844671,0.0009327376,0.001351782,0.005505915],"study_design_scores_gemma":[0.0002872085,0.0001286914,0.9551257,0.0003177646,0.00001243603,0.0003936886,0.0001594093,0.000008057517,0.03956191,0.0005085984,0.003428903,0.00006764897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829582,0.009001763,0.000004990724,0.006739676,0.0001221907,0.0001113979,0.000004465969,0.00001105687,0.001046257],"genre_scores_gemma":[0.9967247,0.001870257,0.0001487694,0.0003448195,0.00004745599,0.00001546635,0.000002636118,0.000006931682,0.0008389415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394967,"threshold_uncertainty_score":0.5081237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4379768673712879,"score_gpt":0.422756764321127,"score_spread":0.01522010305016086,"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."}}