{"id":"W4403020210","doi":"10.1200/op.24.00334","title":"Time Burdens for Participants With Advanced Cancer in Phase I Trials: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Clinical trial; Physical therapy; Family medicine; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.02650459,0.0001492145,0.0007042003,0.0001698674,0.0001027333,0.00007309339,0.000144788,0.0004013299,0.0008689991],"category_scores_gemma":[0.1460917,0.0001094675,0.0001005517,0.0004073699,0.0003132399,0.0003189108,0.00007851886,0.002244876,0.0001811922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679787,"about_ca_system_score_gemma":0.003685092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478119,"about_ca_topic_score_gemma":0.001249183,"domain_scores_codex":[0.9961663,0.0009803356,0.0009809681,0.0006518211,0.0007174152,0.0005031515],"domain_scores_gemma":[0.8911563,0.1073366,0.0002256914,0.0003159136,0.0007600048,0.0002055153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4341272,0.06926091,0.2387534,0.002358977,0.008565479,0.01604716,0.01690642,0.002487191,0.01840365,0.006516681,0.008788644,0.1777843],"study_design_scores_gemma":[0.1229313,0.09613129,0.09406009,0.001079178,0.00313193,0.0005803249,0.007371014,0.01790518,0.0007515051,0.005290358,0.6499195,0.0008482785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645301,0.0008535024,0.0001876714,0.02508599,0.0008829399,0.003543512,0.00006864191,0.0001066941,0.004740979],"genre_scores_gemma":[0.983099,0.0003516371,0.002633458,0.001282283,0.0007821001,0.001993836,0.00001131444,0.00004655743,0.009799806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6411309,"threshold_uncertainty_score":0.9752994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.716910151462682,"score_gpt":0.7541612429280692,"score_spread":0.03725109146538719,"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."}}