{"id":"W4213171582","doi":"10.15562/ijn.v4i1.142","title":"The Indonesian Central Nervous System Tumors Registry (Ina-CTR) : 7 years result from single institution of primary brain tumor epidemiology","year":2021,"lang":"en","type":"article","venue":"Indonesian Journal of Neurosurgery","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Histopathology; Meningioma; Craniopharyngioma; Germ cell tumors; Neurosurgery; Epidemiology; Glioma; Brain tumor; Cancer registry; Pathology; Astrocytoma; Incidence (geometry); Oligodendroglioma; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009275639,0.0002488578,0.0007198043,0.002753927,0.0004397725,0.001028438,0.0005838085,0.0003081421,0.003299271],"category_scores_gemma":[0.002562789,0.0002795417,0.0006540514,0.004331751,0.0001920976,0.0009302722,0.001298061,0.0006554321,0.001300011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018821,"about_ca_system_score_gemma":0.002142297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03137303,"about_ca_topic_score_gemma":0.03188706,"domain_scores_codex":[0.9988763,0.0001111841,0.0001752245,0.0003082117,0.0002866421,0.0002424027],"domain_scores_gemma":[0.9968998,0.0003821614,0.001065461,0.0003219063,0.0008482019,0.0004824507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001894889,0.00006093583,0.988416,0.00005816318,0.00007833679,0.0003113353,0.00006131234,0.00009074236,0.0000920395,0.00007849959,0.00365758,0.006905639],"study_design_scores_gemma":[0.000008102995,0.00003814158,0.9974982,0.00003745386,0.00006654871,0.0005395021,0.0001804159,0.0002091176,0.00008213932,0.00003302406,0.00129918,0.000008105932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059932,0.001665791,0.0004956751,0.0003984222,0.0001103291,0.00008900367,0.0829903,0.00010047,0.008156816],"genre_scores_gemma":[0.9083911,0.001019505,0.0004568273,0.0001356546,0.00008265583,0.00006952829,0.08794558,0.0000490532,0.001850211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03137303,"threshold_uncertainty_score":0.06238085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847556083575417,"score_gpt":0.2522664979975192,"score_spread":0.2037909371617651,"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."}}