{"id":"W6911467792","doi":"10.5281/zenodo.11356848","title":"Various Spectrum of Lesion in Palatine Tonsil Underwent for Tonsillectomy in Tertiary Care Center","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Humanities and Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Tonsillectomy; Acute Tonsillitis; Palatine tonsil; Tonsil; Tonsillitis; Histopathology; Biopsy","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":[0.0002479118,0.0004604979,0.0004367251,0.0008958043,0.001644843,0.00063188,0.0005242957,0.0005596603,0.003847769],"category_scores_gemma":[0.0008947822,0.0004917394,0.0003291116,0.0006622926,0.0006778418,0.0008498901,0.0007751609,0.0006179895,0.0003271901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211332,"about_ca_system_score_gemma":0.0008662184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919136,"about_ca_topic_score_gemma":0.008159401,"domain_scores_codex":[0.999411,0.00005369302,0.00005369558,0.0001251369,0.00009745087,0.0002589709],"domain_scores_gemma":[0.9994404,0.00008149635,0.0002073212,0.00002651849,0.00003970043,0.0002046039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009411368,0.00007494743,0.9233678,0.00005222219,0.0000221005,0.07025971,0.0007359054,0.00004926769,0.003153183,0.00005378082,0.0002372184,0.001899747],"study_design_scores_gemma":[0.00001457565,0.0004833479,0.8144035,0.00005272081,0.00002953396,0.1795784,0.003791664,0.0001368639,0.0006914685,0.00008650522,0.0007139398,0.00001754809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988275,0.0002907952,0.00004048147,0.00005260529,0.000007538972,0.00001568126,0.00006907361,0.000005682488,0.0006906653],"genre_scores_gemma":[0.9995431,0.0001503326,0.00004270597,0.00004934209,0.00001055647,0.000004928163,0.00006969042,0.000001424405,0.0001279947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003847769,"threshold_uncertainty_score":0.0128721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986180537501243,"score_gpt":0.3040954417010382,"score_spread":0.2542336363260257,"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."}}