{"id":"W6958062719","doi":"10.6084/m9.figshare.12680370.v1","title":"Additional file 1 of The role of steroid injection for vocal folds lesions in professional voice users","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vocal folds; Larynx; Phonation; Voice Training; Voice therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001105103,0.00005627424,0.0001157693,0.00002978071,0.00002945077,0.000001648232,0.00007290213,0.00006867174,0.8375151],"category_scores_gemma":[0.002077136,0.00004123375,0.00009145105,0.0001699127,0.000008230821,0.00004786348,0.00004107367,0.0001087182,0.00009127996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001400943,"about_ca_system_score_gemma":0.0001929388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004101204,"about_ca_topic_score_gemma":0.0000409447,"domain_scores_codex":[0.9994811,0.00001731028,0.0001497904,0.0001009655,0.0001646738,0.00008617548],"domain_scores_gemma":[0.9993222,0.0003817037,0.00008229566,0.00008118492,0.0000927462,0.00003990142],"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":[0.00006773253,0.00007028024,0.0001484334,0.0001498083,0.000009493391,3.427582e-7,0.000164437,0.000009418178,0.000219139,0.000002213853,0.9974294,0.001729268],"study_design_scores_gemma":[0.0006561736,0.0002876768,0.03785708,0.002791864,0.00001110605,0.000002740678,0.001302797,0.001068969,0.001413187,0.0000520788,0.9544938,0.00006250651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00192331,0.00002404318,2.423282e-7,0.0005431887,0.00001957666,0.0003575406,0.9962056,0.000009481325,0.0009170642],"genre_scores_gemma":[0.08928235,2.538782e-7,0.0001761852,0.0007608366,0.0001124167,0.0007665511,0.9078722,0.00001488099,0.001014324],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8374237,"threshold_uncertainty_score":0.2486676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343793519392501,"score_gpt":0.2736417737193504,"score_spread":0.2402038385254254,"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."}}