{"id":"W4399774005","doi":"10.3390/surgeries5020039","title":"Evaluating the Quality and Safety of In-Office Rhinologic Procedures: A YO-IFOS Pilot Study","year":2024,"lang":"en","type":"article","venue":"Surgeries","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007647936,0.0005007379,0.0004342391,0.0008092298,0.001354333,0.0005648031,0.0003439283,0.0005175287,0.002258416],"category_scores_gemma":[0.007330022,0.0004305493,0.000556561,0.0005213619,0.0009636856,0.001107796,0.0008449164,0.0008539179,0.0005625882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008422835,"about_ca_system_score_gemma":0.002267081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023906,"about_ca_topic_score_gemma":0.004996779,"domain_scores_codex":[0.9972178,0.001775024,0.0001985121,0.0001414035,0.0002683699,0.0003988916],"domain_scores_gemma":[0.9883752,0.00413422,0.002208522,0.0009447781,0.002458067,0.001879326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009482327,0.06679679,0.8465596,0.000418322,0.0001154499,0.0006011906,0.01757566,0.0002805066,0.008459885,0.0002456994,0.001234625,0.04823004],"study_design_scores_gemma":[0.001768786,0.1440931,0.8247565,0.00007982043,0.0001011975,0.0003361928,0.02319094,0.0005708577,0.002154146,0.0001064389,0.002796379,0.00004572729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998493,0.00001827836,0.0001578275,0.0000593862,0.000009629863,0.0007838755,0.00006950662,0.000004089703,0.000404518],"genre_scores_gemma":[0.9947724,0.00009527489,0.001812373,0.0002569507,0.00004914299,0.002264017,0.0001851198,0.000004600328,0.000560258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007647936,"threshold_uncertainty_score":0.04044664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771582729784898,"score_gpt":0.4220128728963563,"score_spread":0.2448545999178664,"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."}}