{"id":"W4410266163","doi":"10.1016/j.ejcped.2025.100238","title":"SSPedi and SPARK: Promise for the future of electronic patient reported outcomes in pediatric oncology","year":2025,"lang":"en","type":"article","venue":"EJC Paediatric Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Hospital for Sick Children","funders":"Canada Research Chairs","keywords":"SPARK (programming language); Pediatric oncology; Medicine; Medical physics; Oncology; Internal medicine; Intensive care medicine; Cancer; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1071152,0.0008374406,0.00270601,0.003477024,0.0003250703,0.003878833,0.001965084,0.001764715,0.00654095],"category_scores_gemma":[0.2067585,0.0004718438,0.003844189,0.005073801,0.001348437,0.0071145,0.004146559,0.004400767,0.0007864382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002450856,"about_ca_system_score_gemma":0.006302435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102206,"about_ca_topic_score_gemma":0.003314895,"domain_scores_codex":[0.9420742,0.04431349,0.00561076,0.001629933,0.005772816,0.0005989986],"domain_scores_gemma":[0.639418,0.3055516,0.02183223,0.006558091,0.02265627,0.003983709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001025988,0.0001999129,0.01628819,0.02333692,0.001160273,0.00005204517,0.0005559199,0.0007161401,0.000149018,0.01226347,0.01938922,0.9248631],"study_design_scores_gemma":[0.002623397,0.005965432,0.1328293,0.2041626,0.005177728,0.001026421,0.002733446,0.004683024,0.00144884,0.05333349,0.5851848,0.0008316381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01987002,0.8153141,0.03750594,0.09631926,0.005558662,0.001993489,0.006755636,0.0007141333,0.01596877],"genre_scores_gemma":[0.1522682,0.5983342,0.1911685,0.03398352,0.008315305,0.007058969,0.006341922,0.0002978613,0.002231554],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1071152,"threshold_uncertainty_score":0.5664859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526435145816669,"score_gpt":0.3379454863771832,"score_spread":0.3226811349190166,"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."}}