{"id":"W4360977532","doi":"10.2139/ssrn.4399146","title":"Assessing the Reporting Quality of Early Phase Dose-Finding Trial Protocols: A Methodological Study","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Quality (philosophy); Phase (matter); Medical physics; Medicine; Psychology; Epistemology; Chemistry; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.7483422,0.002600181,0.005983724,0.006771101,0.002341044,0.007086135,0.006542419,0.006755771,0.005722595],"category_scores_gemma":[0.911093,0.0031105,0.01367833,0.007196826,0.01121324,0.008130044,0.007588954,0.005430249,0.0007302301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007053311,"about_ca_system_score_gemma":0.01188254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698119,"about_ca_topic_score_gemma":0.001419244,"domain_scores_codex":[0.1138909,0.6987304,0.1385833,0.01260886,0.03501832,0.001168241],"domain_scores_gemma":[0.023708,0.8406608,0.06203964,0.05103328,0.02175001,0.0008083641],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1002006,0.0035768,0.1720384,0.08783355,0.1294998,0.0007359951,0.02395149,0.01183754,0.003850822,0.06608934,0.00780263,0.392583],"study_design_scores_gemma":[0.09364622,0.0606694,0.1842679,0.04868759,0.2200907,0.005782451,0.005194562,0.0817234,0.01802542,0.2212626,0.05850115,0.002148548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1422212,0.05865303,0.6997384,0.005923889,0.002089563,0.08025891,0.002698557,0.0006132491,0.00780316],"genre_scores_gemma":[0.7022653,0.004991457,0.2399419,0.002563701,0.000712544,0.04665404,0.001324618,0.0003835472,0.001162854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2516578,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9540272095614603,"score_gpt":0.7637354314740533,"score_spread":0.1902917780874069,"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."}}