{"id":"W2906461508","doi":"10.1002/lary.27775","title":"Lingual tonsil lymphatic tissue regrowth in patients undergoing transoral robotic surgery","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Tonsil; Lymphatic system; Palatine tonsil; Grading (engineering); Surgery; Retrospective cohort study; Tonsillectomy; Pathology","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":[0.0002283246,0.0001933069,0.0004088251,0.0001142744,0.0001232907,0.00002907775,0.000110353,0.000069326,0.0002123481],"category_scores_gemma":[0.0001500803,0.0001272058,0.00007479632,0.000347915,0.0001454216,0.0001100992,0.00003390575,0.00005633459,0.0002911912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092673,"about_ca_system_score_gemma":0.0002411108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908774,"about_ca_topic_score_gemma":0.0002384942,"domain_scores_codex":[0.9986567,0.0000947961,0.000321306,0.0002542053,0.0002864593,0.0003865197],"domain_scores_gemma":[0.9991897,0.0002336909,0.00007219392,0.0003465671,0.00006204673,0.000095774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005987923,0.001743838,0.9556046,0.0002105242,0.0002554637,0.0001292717,0.002825089,0.00001100667,0.00008694683,0.0003242751,0.002484964,0.03572524],"study_design_scores_gemma":[0.01278218,0.001981978,0.9747157,0.001204977,0.0004953953,0.00004440721,0.0003651225,0.0003805855,0.004446343,0.001960043,0.001121953,0.0005012869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909843,0.0004278907,0.00005832608,0.001172328,0.0003332959,0.0004926434,0.000002071929,0.00005175211,0.006477358],"genre_scores_gemma":[0.9972947,0.00006027384,0.0002191861,0.0009189726,0.0001265371,0.0000176496,0.00003302207,0.00003644573,0.001293259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03522395,"threshold_uncertainty_score":0.5187301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652410919474633,"score_gpt":0.269801486955271,"score_spread":0.2532773777605247,"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."}}