{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003653179,0.0002771798,0.0005568545,0.0005440247,0.0001909304,0.00002293387,0.0004357458,0.0001306276,0.0006832613],"category_scores_gemma":[0.0002696599,0.000236123,0.0001247576,0.003849221,0.0001154266,0.0001475282,0.0004056637,0.000554701,0.000006729308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280444,"about_ca_system_score_gemma":0.005615772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496682,"about_ca_topic_score_gemma":0.0001409409,"domain_scores_codex":[0.9966644,0.0001498854,0.0007076733,0.0005875877,0.001184869,0.000705579],"domain_scores_gemma":[0.9985425,0.0003071657,0.0003166508,0.0003312486,0.0002506091,0.0002518373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006324064,0.0008904283,0.9933382,0.0004972197,0.00006198062,0.0005429253,0.001712787,0.0005726709,0.0008377114,0.00005699323,0.0007150919,0.0001415794],"study_design_scores_gemma":[0.01071813,0.002243793,0.9801602,0.00005806694,0.0007932955,0.000447068,0.0009894066,0.001759875,0.0002107548,0.00003443434,0.002028771,0.0005561946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951301,0.003209446,0.0000919105,0.0002780373,0.0002539403,0.0006296809,0.0001135762,0.00008814251,0.000205214],"genre_scores_gemma":[0.9958753,0.001990767,0.0003377865,0.0005231914,0.0007195047,0.0004521175,0.00003878295,0.00003463242,0.00002793542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013178,"threshold_uncertainty_score":0.9962139,"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."}}