{"id":"W4294679016","doi":"10.1093/neuonc/noac174.281","title":"P13.01.A Challenges and Solutions for Establishing a CNS Tumor Registry in Africa","year":2022,"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":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Pathological; Developing country; Incidence (geometry); Pathology; Economic growth","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":[0.03439481,0.0005625664,0.001109339,0.007318579,0.002265181,0.007836101,0.003456262,0.004077259,0.03907679],"category_scores_gemma":[0.1080169,0.0006136897,0.001606744,0.009857281,0.00185323,0.02078054,0.005285968,0.004977492,0.01031389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286168,"about_ca_system_score_gemma":0.03267514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065471,"about_ca_topic_score_gemma":0.00867823,"domain_scores_codex":[0.9825432,0.01011479,0.003014444,0.001306523,0.001844057,0.001177063],"domain_scores_gemma":[0.828231,0.0976012,0.01648245,0.008036519,0.03730126,0.0123476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002113229,0.0001571144,0.02102055,0.01673023,0.0001675962,0.002054516,0.002282936,0.0005969098,0.0006850282,0.04365887,0.426773,0.4856619],"study_design_scores_gemma":[0.00006701371,0.00009960769,0.01057018,0.02352257,0.0001248905,0.001989699,0.007451023,0.000802696,0.0005350098,0.02138277,0.9333608,0.00009381393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01155731,0.08026242,0.01980211,0.8042889,0.01413489,0.001199339,0.0220874,0.0009450012,0.04572267],"genre_scores_gemma":[0.2589855,0.28277,0.2067881,0.1541351,0.01766088,0.005707613,0.04729883,0.001394494,0.0252595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03907679,"threshold_uncertainty_score":0.1818994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06946607252400029,"score_gpt":0.3033011627619698,"score_spread":0.2338350902379696,"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."}}