{"id":"W2021942889","doi":"10.1016/s1535-6108(02)00040-5","title":"Focus on central nervous system neoplasia","year":2002,"lang":"en","type":"review","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Central nervous system; Malignancy; Incidence (geometry); Medicine; Medulloblastoma; Pathology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002782171,0.0004696283,0.001631273,0.00007931453,0.00004944555,0.00002455524,0.0001139137,0.0002713444,0.0006956126],"category_scores_gemma":[0.00000333378,0.0003180325,0.0006385237,0.0001592413,0.00001900427,0.00001715916,0.00002329731,0.0002401968,0.0008430201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169291,"about_ca_system_score_gemma":0.0002068913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270196,"about_ca_topic_score_gemma":0.00003359383,"domain_scores_codex":[0.998377,0.00004851776,0.0003864722,0.0004778412,0.0002519359,0.0004582556],"domain_scores_gemma":[0.9988719,0.00006111486,0.000219502,0.0005222752,0.00003128282,0.0002938989],"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":[0.000006802012,0.0002555191,0.00002462044,0.02358169,0.0002312627,0.001007591,0.00002529622,0.000001929391,1.313199e-7,0.00009181239,0.01857097,0.9562024],"study_design_scores_gemma":[0.0007175384,0.0001933299,0.00002102357,0.02622717,0.00291894,0.0001390037,0.0000130078,0.000006295592,0.00002374893,5.489341e-7,0.9695035,0.000235878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001804229,0.9536275,7.452204e-7,0.00005007876,0.0009739282,0.001135213,0.0001096273,0.00008648782,0.04399843],"genre_scores_gemma":[0.0007946874,0.9956693,0.000023128,0.00005481433,0.0008157662,0.0005909821,0.00006851671,0.00009230941,0.001890466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9559665,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189478401452763,"score_gpt":0.3041151894673719,"score_spread":0.2622204054528443,"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."}}