{"id":"W4221075374","doi":"10.1177/01945998221087664","title":"Systemic Steroids for Otolaryngology–Head and Neck Surgery Disorders: An Evidence‐Based Primer for Clinicians","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Otorhinolaryngology; Systematic review; Evidence-based medicine; Intensive care medicine; Randomized controlled trial; Surgery; Dermatology; MEDLINE; Alternative medicine","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":[0.0008824318,0.000235615,0.0007437333,0.0003254405,0.0005165451,0.00001901079,0.0001542721,0.000199401,0.0002162643],"category_scores_gemma":[0.0005239486,0.0002402775,0.0002783913,0.0002117971,0.0001729153,0.0001926763,0.00007934392,0.000289714,0.000005642244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679303,"about_ca_system_score_gemma":0.000345402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008748853,"about_ca_topic_score_gemma":0.0001368666,"domain_scores_codex":[0.9978264,0.0003084577,0.0005612567,0.0006316209,0.0001581124,0.0005141752],"domain_scores_gemma":[0.9968438,0.002157528,0.0002068255,0.0004735626,0.0001276964,0.0001905897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002918872,0.0007360249,0.9773296,0.001045674,0.0001949345,0.00008009692,0.0002331586,0.00001988954,0.004655049,0.001122687,0.008814164,0.002849841],"study_design_scores_gemma":[0.007301134,0.009185926,0.9458634,0.0004667199,0.0006756131,0.001562834,0.0004629089,0.005204195,0.0002549454,0.0005014476,0.02788224,0.0006386423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879072,0.003230833,0.002568668,0.002288797,0.0006800169,0.002822382,0.0003033711,0.0001247976,0.00007397873],"genre_scores_gemma":[0.9893976,0.0000726274,0.001809426,0.004767254,0.0002720011,0.00276305,0.0006104533,0.00006922274,0.0002383967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03146621,"threshold_uncertainty_score":0.9798232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883334246459082,"score_gpt":0.3453108902633169,"score_spread":0.2764775477987261,"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."}}