{"id":"W4399787125","doi":"10.1093/neuonc/noae064.109","title":"DIPG-56. BRAINSTEM TUMOR BIOPSY: A SINGLE INSTITUTE EXPERIENCE OF SAFETY AND FEASIBILITY IN A LOW-MIDDLE INCOME COUNTRY (LMIC)","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Brainstem; Low and middle income countries; Medicine; Biopsy; Pathology; Economic growth; Developing country; Internal medicine; Economics","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":[0.001158945,0.0005750802,0.0002878834,0.0005090119,0.0008090009,0.001044668,0.0006997259,0.000517897,0.002051099],"category_scores_gemma":[0.002429835,0.0003110891,0.0002291236,0.0005759345,0.000781333,0.0005402139,0.00121087,0.0006482346,0.001518992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117164,"about_ca_system_score_gemma":0.002044189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724362,"about_ca_topic_score_gemma":0.007313062,"domain_scores_codex":[0.9994319,0.0001588161,0.00004199817,0.0001242089,0.000104176,0.0001388132],"domain_scores_gemma":[0.9985939,0.0001909219,0.0002121018,0.0001993153,0.0001974131,0.0006063796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009409384,0.001318623,0.7783181,0.0003055559,0.00008800408,0.06895614,0.004112497,0.0006741243,0.01252849,0.0002808123,0.005069186,0.1274076],"study_design_scores_gemma":[0.0002548372,0.005073437,0.7801332,0.0003769767,0.0001403984,0.1727472,0.009949372,0.00125115,0.009330304,0.0004427555,0.02018258,0.0001178533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928133,0.001012345,0.001043376,0.0005381519,0.00003391683,0.0002041862,0.0003037539,0.0001024306,0.00394858],"genre_scores_gemma":[0.9930693,0.001085242,0.003176209,0.0006971645,0.00004425002,0.0001084902,0.0006039693,0.00006473151,0.001150673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724362,"threshold_uncertainty_score":0.008500814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567357939246456,"score_gpt":0.3115641701329382,"score_spread":0.2758905907404737,"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."}}