{"id":"W6958237984","doi":"10.6084/m9.figshare.14471573.v1","title":"Additional file 1 of Vocal-cord Only vs. Complete Laryngeal radiation (VOCAL): a randomized multicentric Bayesian phase II trial","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Bayesian probability; Phase (matter); Larynx; Calibration; Radiation therapy; Radiation dose","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006202779,0.0001776434,0.0006940464,0.0001243821,0.0001096539,0.00001904361,0.00008856982,0.0001366738,0.9902535],"category_scores_gemma":[0.01240204,0.0001653301,0.0004098795,0.000352532,0.00002314611,0.0001081108,0.0000572415,0.0002146842,0.0009901447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004956507,"about_ca_system_score_gemma":0.0006937488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008442726,"about_ca_topic_score_gemma":0.00002426678,"domain_scores_codex":[0.9983912,0.0001544837,0.0004782205,0.0002924759,0.0004251662,0.0002584244],"domain_scores_gemma":[0.9969797,0.00207027,0.0002383444,0.0002557179,0.0002853496,0.0001706193],"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":[0.0988749,0.0008656004,3.27074e-7,0.0001300939,0.0001099085,0.00009162386,0.00006005363,0.000001303404,0.00001398931,0.000003758961,0.8844233,0.01542514],"study_design_scores_gemma":[0.4043308,0.0006006526,0.00006811279,0.0008271345,0.00008552099,0.00002572251,0.00004104308,0.00289433,0.00006617566,0.00001370655,0.5909275,0.0001192184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00033353,0.000184967,0.000009580195,0.0005329264,0.00006542605,0.001101342,0.9937283,0.00005543245,0.003988467],"genre_scores_gemma":[0.005628623,0.000009117566,0.0007392624,0.0009474186,0.000433755,0.0007812609,0.9894459,0.00002519646,0.001989524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9892634,"threshold_uncertainty_score":0.9997877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883965892878068,"score_gpt":0.2916780033791227,"score_spread":0.262838344450342,"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."}}