{"id":"W4415686956","doi":"10.1002/pbc.32139","title":"Vital Voices: Patient/Family Perspectives to Improve Treatment for Pediatric B‐ALL","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"MEDLINE; Vital signs; Patient care; Blood cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.008189707,0.0004247068,0.000484619,0.0004450757,0.005407649,0.004793331,0.0009547199,0.003588327,0.0160839],"category_scores_gemma":[0.02746321,0.0002228424,0.0006569063,0.0002887022,0.00247441,0.005016802,0.005691741,0.01165529,0.001851406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252872,"about_ca_system_score_gemma":0.009131067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268486,"about_ca_topic_score_gemma":0.01045896,"domain_scores_codex":[0.9934413,0.004823934,0.0001418747,0.0001855639,0.000665894,0.0007413315],"domain_scores_gemma":[0.9807161,0.00561397,0.001202456,0.0002561305,0.001790678,0.01042065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002311682,0.0003507465,0.01008567,0.000720179,0.0001056967,0.003041039,0.03906821,0.0002800284,0.0009626093,0.01810848,0.6909241,0.236122],"study_design_scores_gemma":[0.000172437,0.0002988112,0.008927702,0.002983524,0.0001300479,0.003925564,0.0996917,0.0002802441,0.0008238475,0.03299239,0.8496392,0.0001346664],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0146535,0.01261575,0.001127357,0.9315013,0.006111209,0.00003101743,0.0001544161,0.00009035318,0.03371503],"genre_scores_gemma":[0.5953169,0.05499396,0.01236092,0.3055215,0.009354142,0.0002377056,0.0004881711,0.0003060548,0.02142067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0160839,"threshold_uncertainty_score":0.05380601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510623373293536,"score_gpt":0.3213430106703362,"score_spread":0.3062367769374009,"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."}}