{"id":"W2899734820","doi":"10.1093/neuonc/noy148.345","title":"EPID-18. MALIGNANT PRIMARY BRAIN AND OTHER CENTRAL NERVOUS SYSTEM TUMOURS DIAGNOSED AMONG THE CANADIAN POPULATION FROM 2009 TO 2013","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Central nervous system; Medicine; Population; Primary (astronomy); Oncology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006243665,0.0005783965,0.0005814379,0.005053116,0.002179288,0.001124744,0.001529118,0.0003199299,0.008309289],"category_scores_gemma":[0.003622205,0.0004363816,0.0008558183,0.009247052,0.0002936854,0.0004444621,0.0009171701,0.0007018449,0.001018956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03072106,"about_ca_system_score_gemma":0.05341585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936207,"about_ca_topic_score_gemma":0.9958541,"domain_scores_codex":[0.9985591,0.0000429234,0.0001472539,0.0002263584,0.0006596808,0.0003646838],"domain_scores_gemma":[0.9962344,0.00009130387,0.0005280959,0.00006784209,0.002640686,0.0004377494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003905818,0.00007012671,0.671555,0.001822595,0.0003840924,0.0002537745,0.0007523027,0.0006964292,0.0004213867,0.001252823,0.2838436,0.03855731],"study_design_scores_gemma":[0.00005276532,0.00002793388,0.9565472,0.0004391271,0.000158685,0.0002021788,0.0005217462,0.0004217176,0.0001911326,0.0001029561,0.04129542,0.00003905504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08499939,0.003196914,0.0003470508,0.0007856,0.0001032192,0.0003293146,0.8941661,0.0002165224,0.01585579],"genre_scores_gemma":[0.4856742,0.006641226,0.001955682,0.0009717998,0.00008941085,0.000620719,0.4955385,0.00009038986,0.008418057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03072106,"threshold_uncertainty_score":0.2228979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805945505709355,"score_gpt":0.2682606130221059,"score_spread":0.2502011579650124,"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."}}