{"id":"W4400108841","doi":"10.1016/j.anl.2024.06.006","title":"Concordance in bacterial colonization profiles between voice prostheses and oral microbiota post-laryngectomy: An experimental study","year":2024,"lang":"en","type":"article","venue":"Auris Nasus Larynx","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Colonization; Concordance; Laryngectomy; Medicine; Voice prosthesis; Biology; Internal medicine; Microbiology; Larynx; Surgery","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":[0.0002304939,0.0002135898,0.0003584418,0.0001708318,0.00007704067,0.0001213425,0.00009277158,0.0001117266,0.00008519067],"category_scores_gemma":[0.00006028692,0.0001895144,0.00003859764,0.000351947,0.00008507715,0.0003705763,0.00006655706,0.000208542,0.0000341106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000846418,"about_ca_system_score_gemma":0.0001746917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007229121,"about_ca_topic_score_gemma":0.0005662289,"domain_scores_codex":[0.9986554,0.0001240081,0.0002911801,0.0004718214,0.0001806688,0.0002769354],"domain_scores_gemma":[0.9995073,0.00006339654,0.0000410452,0.0002156011,0.00006453793,0.0001080992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006685012,0.001552215,0.6610187,0.0002297352,0.0001383668,0.0004732118,0.009490509,3.214252e-7,0.3228419,0.00002921913,0.0008795731,0.002677655],"study_design_scores_gemma":[0.008194341,0.01086616,0.8272641,0.000510348,0.0003068985,0.0001287135,0.01105475,0.0001172904,0.128874,0.00004070935,0.0119109,0.0007317426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951503,0.001977167,0.000002058306,0.0006661935,0.0002716958,0.001593751,0.00005507615,0.0001404426,0.0001433659],"genre_scores_gemma":[0.9985822,0.00003754291,0.0001679805,0.0001893183,0.0002263584,0.00007881044,0.0002792819,0.00004476276,0.0003937245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939679,"threshold_uncertainty_score":0.7728172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940066386166522,"score_gpt":0.3124479865974953,"score_spread":0.2930473227358301,"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."}}