{"id":"W4409846768","doi":"10.71044/qsurjvol820254","title":"Barriers to Access Exploring Treatment Challenges Faced by Pediatric Cancer Patients in Uganda","year":2025,"lang":"en","type":"article","venue":"Queen s Science Undergraduate Research Journal","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cancer; Medicine; Family medicine; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.00162161,0.0002370741,0.0005424545,0.0006773298,0.001571923,0.002299352,0.0006292352,0.0006505316,0.005008596],"category_scores_gemma":[0.008616582,0.000275624,0.0004296325,0.00177845,0.0007915229,0.002046904,0.002815206,0.001445431,0.0002658151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646661,"about_ca_system_score_gemma":0.00679101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008537927,"about_ca_topic_score_gemma":0.01744719,"domain_scores_codex":[0.9975649,0.001262023,0.0002787005,0.0001206524,0.000311699,0.0004620382],"domain_scores_gemma":[0.9961676,0.00194036,0.000970245,0.00006181004,0.0004032518,0.0004567675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002911424,0.0001909058,0.2347386,0.01854921,0.0003370146,0.008703333,0.06231261,0.001197259,0.00104825,0.01409597,0.04202682,0.6165088],"study_design_scores_gemma":[0.00007788817,0.0006397427,0.2100153,0.03013533,0.0003424133,0.01674569,0.2016197,0.0006256088,0.001004574,0.00987038,0.52873,0.000193398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5733347,0.32775,0.002461728,0.05651185,0.0009280017,0.000249197,0.001788833,0.00007222864,0.03690352],"genre_scores_gemma":[0.8305535,0.1593054,0.002649636,0.004452601,0.0002112259,0.0002587897,0.0006087183,0.00002758771,0.001932602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008537927,"threshold_uncertainty_score":0.01697642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152970470071769,"score_gpt":0.4553188492532962,"score_spread":0.3023483791815272,"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."}}