{"id":"W4414066495","doi":"10.1002/cam4.71222","title":"Contemporary Characteristics and Outcomes of Pediatric Oncology Patients Participating in Early Phase Clinical Trials","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Pediatric oncology; Clinical trial; Phase (matter); MEDLINE; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004147669,0.0001452016,0.0005209945,0.0009709867,0.0006489194,0.00137048,0.0004273272,0.0003783121,0.002275994],"category_scores_gemma":[0.01878855,0.0001339242,0.0004007262,0.002333209,0.0004449274,0.001188465,0.0008378185,0.001033418,0.0003459994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00097794,"about_ca_system_score_gemma":0.0014939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009244622,"about_ca_topic_score_gemma":0.00135567,"domain_scores_codex":[0.9963825,0.001084059,0.0007522426,0.0004914254,0.0007572443,0.0005325629],"domain_scores_gemma":[0.9695355,0.004837685,0.01982837,0.0006527509,0.001584262,0.003561473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025061,0.0000744076,0.9882417,0.00003860871,0.0000439285,0.0001283538,0.0001552959,0.0001590895,0.0001082285,0.0001540393,0.00154935,0.008944424],"study_design_scores_gemma":[0.00008149944,0.0009511395,0.9895076,0.00008003995,0.0000668653,0.002235287,0.0005091974,0.000383248,0.0002323621,0.0002881154,0.005648683,0.00001592487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871026,0.002839865,0.0005779979,0.001107567,0.00002606427,0.0001816623,0.003661785,0.00003049973,0.004471987],"genre_scores_gemma":[0.9933878,0.001468784,0.0005878697,0.0005186988,0.00007438086,0.0002989578,0.003326988,0.00001683988,0.0003195966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004147669,"threshold_uncertainty_score":0.02193522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4643618823724072,"score_gpt":0.6239536843955534,"score_spread":0.1595918020231463,"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."}}