{"id":"W4411735566","doi":"10.1177/17407745251350598","title":"Afternoon discussion: Statistical issues in clinical trials conference on dose finding","year":2025,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Clinical trial; Medicine; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09684531,0.004006037,0.003500463,0.002771166,0.01089587,0.01590401,0.008198015,0.05009761,0.03239504],"category_scores_gemma":[0.1703521,0.002349037,0.007746706,0.001704161,0.006183304,0.0118259,0.01295223,0.07889147,0.01224171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430833,"about_ca_system_score_gemma":0.01798166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388737,"about_ca_topic_score_gemma":0.0066517,"domain_scores_codex":[0.9565764,0.02688903,0.002886084,0.004046318,0.00758965,0.00201249],"domain_scores_gemma":[0.8723794,0.08646177,0.002739869,0.002700109,0.02476351,0.01095547],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002363134,0.00008990728,0.0001126156,0.0003541843,0.0000699399,0.0003254688,0.0008546484,0.0004741146,0.0003547779,0.006241088,0.9766887,0.01419842],"study_design_scores_gemma":[0.0002021829,0.0001362422,0.0002964002,0.001028934,0.00006234805,0.0002129419,0.0007987391,0.0004865135,0.00024735,0.01088921,0.9855216,0.0001174903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005257623,0.007812539,0.006028225,0.7093036,0.269265,0.0007118484,0.0003163822,0.000125291,0.00591151],"genre_scores_gemma":[0.01050236,0.008486469,0.01014319,0.5987191,0.3308879,0.003486989,0.0003243043,0.0007299088,0.03671985],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9031547,"threshold_uncertainty_score":0.5121731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9141793752863242,"score_gpt":0.7548013895193272,"score_spread":0.159377985766997,"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."}}