{"id":"W4286001235","doi":"10.1002/pbc.29887","title":"Impact of dedicated pediatric neuro‐oncological services in a developing country: A single‐institution, Pakistani experience","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cohort; Specialty; Pediatrics; Quality of life (healthcare); Survivorship curve; Pediatric oncology; Malignancy; Cohort study; Family medicine; Internal medicine; Oncology; Cancer; Nursing","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":[0.0005719417,0.0002411732,0.0001638287,0.0003248165,0.001316741,0.0008617423,0.0003263266,0.0002923019,0.002501737],"category_scores_gemma":[0.002232203,0.0002133799,0.0001563406,0.0009319884,0.0007797736,0.000821681,0.001198581,0.0006068471,0.0001667763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971024,"about_ca_system_score_gemma":0.004569565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365784,"about_ca_topic_score_gemma":0.0240578,"domain_scores_codex":[0.9994127,0.000139681,0.00004150099,0.00006451042,0.00008811082,0.0002535573],"domain_scores_gemma":[0.9977046,0.0002639141,0.000616277,0.00004451385,0.0001332125,0.001237464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111915,0.0003013546,0.9634611,0.0001449618,0.00003303279,0.008666027,0.004526827,0.0002756903,0.0004051227,0.0004232934,0.002895979,0.01875467],"study_design_scores_gemma":[0.00005220579,0.001094764,0.9253228,0.0003135595,0.00004787585,0.01810258,0.04301423,0.0003905302,0.0005636651,0.0002162838,0.01083692,0.00004461316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974352,0.0004283029,0.00007220576,0.0007045631,0.00002573721,0.00002445404,0.0001656701,0.000004561378,0.001139356],"genre_scores_gemma":[0.9984975,0.0007987971,0.0001457352,0.0002679086,0.00001888226,0.0000182777,0.00008852407,0.000003347743,0.0001610804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365784,"threshold_uncertainty_score":0.02715671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220755198306777,"score_gpt":0.330996738672563,"score_spread":0.3087891866894952,"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."}}