{"id":"W2394989563","doi":"10.1097/01.prs.0000437223.95360.7a","title":"Discussion","year":2014,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; General surgery; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003363426,0.0006202107,0.001766316,0.0005549109,0.00019161,0.00003396469,0.00009224455,0.0008104554,0.0008911915],"category_scores_gemma":[0.002741957,0.0003839147,0.0007668454,0.0002863816,0.000480595,0.00009217724,0.00007789056,0.002054334,0.0005455949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327538,"about_ca_system_score_gemma":0.0002967535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001027148,"about_ca_topic_score_gemma":0.000001189865,"domain_scores_codex":[0.9970285,0.0001833249,0.0007103927,0.0007878987,0.0005551011,0.0007347403],"domain_scores_gemma":[0.9902987,0.008490186,0.0004019845,0.0004496972,0.0001963199,0.0001630906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105345,0.00002584043,0.04087273,0.0004928655,0.000401093,0.0008654617,0.00001933645,2.07889e-7,0.00002148998,0.000006333786,0.9332753,0.02390884],"study_design_scores_gemma":[0.0002469629,0.00006880828,0.007700102,0.001707398,0.0004174611,0.000965548,0.00004168825,0.00001036766,0.0001674181,0.0003346948,0.9877146,0.0006249396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03757483,0.001071707,0.0008244874,0.9114425,0.02499004,0.001029921,0.0002940344,0.0007286548,0.02204384],"genre_scores_gemma":[0.04956628,0.000641389,0.001010647,0.8801544,0.04190797,0.0002988008,0.002018715,0.0005049598,0.02389681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05443935,"threshold_uncertainty_score":0.9998613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270660623971844,"score_gpt":0.2454200722651164,"score_spread":0.218354009867932,"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."}}