{"id":"W4399783330","doi":"10.1093/neuonc/noae064.737","title":"LMIC-20. REAL-WORLD EXPERIENCE IN DEALING WITH CHILDREN WITH SUSPECTED CENTRAL NERVOUS SYSTEM (CNS) TUMORS AT THE CHILDREN’S HOSPITAL LAHORE (UCHS), PAKISTAN","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Central nervous system; Medicine; Pediatrics; 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":[0.0004442213,0.000315991,0.000194967,0.0006152226,0.001332691,0.0008017657,0.0004472542,0.0004421608,0.003676116],"category_scores_gemma":[0.001685129,0.000318072,0.0002590263,0.000854046,0.0007482437,0.0007485571,0.0008257196,0.0007551825,0.0004197901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019137,"about_ca_system_score_gemma":0.002769406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02857914,"about_ca_topic_score_gemma":0.03884793,"domain_scores_codex":[0.9995247,0.00007935642,0.00004365083,0.00006408155,0.00006246668,0.0002258249],"domain_scores_gemma":[0.9979297,0.0002107489,0.0008404038,0.00003502708,0.0001549289,0.0008292361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001861882,0.00004004641,0.9913976,0.00002741413,0.000005470546,0.004191736,0.001376078,0.00003705104,0.0001584687,0.00003058147,0.0007334484,0.001983365],"study_design_scores_gemma":[0.000008579022,0.0003172516,0.9594321,0.00008694535,0.00001150119,0.01968884,0.01737689,0.0001349356,0.000233744,0.00004507948,0.00264548,0.00001879081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976961,0.0002409071,0.00004478406,0.0003667593,0.00001557345,0.00002527536,0.0003869699,0.000006637185,0.001216884],"genre_scores_gemma":[0.9984573,0.0004353089,0.0001979656,0.0002144337,0.00001973764,0.00002165787,0.0002780744,0.000003483934,0.000372067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02857914,"threshold_uncertainty_score":0.05682558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008549059024879003,"score_gpt":0.3198964566380918,"score_spread":0.3113473976132128,"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."}}