{"id":"W6939591959","doi":"10.6084/m9.figshare.23632749","title":"Additional file 10 of Development of consensus-driven SPIRIT and CONSORT extensions for early phase dose-finding trials: the DEFINE study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Development (topology); Phase (matter); Set (abstract data type); File format","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":[],"category_scores_codex":[0.00176906,0.0001369275,0.0007441693,0.00007473838,0.0001328534,0.00001585345,0.0001586811,0.00008637696,0.7774371],"category_scores_gemma":[0.6132596,0.0000956745,0.0001324186,0.0002264819,0.000054888,0.00001509506,0.0001479256,0.0001110469,0.0001737011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001223598,"about_ca_system_score_gemma":0.0002216257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.807624e-7,"about_ca_topic_score_gemma":0.000003242904,"domain_scores_codex":[0.9974293,0.0005222759,0.001317572,0.0002413961,0.0003071101,0.0001824162],"domain_scores_gemma":[0.6643348,0.3344329,0.0006144893,0.0002271211,0.0003246824,0.00006597819],"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":[0.0001371099,0.0002550031,0.000002878556,0.0001803152,0.0001391728,0.000005443614,0.0001995212,3.924215e-7,0.00003694237,0.0002463064,0.9926103,0.006186557],"study_design_scores_gemma":[0.03031533,0.004005419,0.02796969,0.01603964,0.001042825,0.00002246805,0.003381768,0.002065136,0.003204789,0.3459367,0.5646157,0.001400522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.004235834,0.000008037161,0.00004671737,0.0000591663,0.00004089754,0.001634305,0.9937438,0.00004142515,0.0001898256],"genre_scores_gemma":[0.009288399,9.464316e-7,0.8510368,0.00005540121,0.0002425822,0.004737651,0.1334628,0.00006956888,0.001105823],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8602809,"threshold_uncertainty_score":0.3901493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8219686074653252,"score_gpt":0.5985845190346615,"score_spread":0.2233840884306637,"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."}}