{"id":"W4403058911","doi":"10.58931/cait.2024.4162","title":"Surgical Management of Allergic Rhinitis","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dermatology","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":[0.0001898807,0.0005373701,0.0003741158,0.000610746,0.001348228,0.0004565881,0.0003223089,0.0005484369,0.005816697],"category_scores_gemma":[0.0004694421,0.00009570405,0.0006021713,0.0002982123,0.0004294432,0.0003183332,0.0004589319,0.0009671859,0.001439738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902761,"about_ca_system_score_gemma":0.0007614386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139473,"about_ca_topic_score_gemma":0.002021284,"domain_scores_codex":[0.9998066,0.00002367973,0.00001743732,0.00001971945,0.0000703508,0.00006226657],"domain_scores_gemma":[0.9998678,0.00002182362,0.00002778256,0.000007558009,0.00002237014,0.00005259769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008235859,0.0007316697,0.02760166,0.001774492,0.0002571862,0.1421528,0.0004460448,0.001220357,0.02667794,0.002951076,0.06309622,0.732267],"study_design_scores_gemma":[0.0003686952,0.002027838,0.09224911,0.001076943,0.0001747368,0.5991451,0.001486585,0.002222347,0.008821601,0.004863137,0.2874758,0.000088065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4068673,0.2781334,0.02766263,0.03069189,0.007910228,0.0006232653,0.0005226757,0.001565053,0.2460236],"genre_scores_gemma":[0.8934922,0.06525312,0.007860548,0.007122555,0.004669505,0.0001794347,0.0005396974,0.00008707665,0.02079582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005816697,"threshold_uncertainty_score":0.01945877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149452471522074,"score_gpt":0.2391223409523262,"score_spread":0.2276278162371055,"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."}}