{"id":"W2083300502","doi":"10.3171/jns.2003.99.3.0534","title":"Transcriptional profiling of medulloblastoma in children","year":2003,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Medulloblastoma; Profiling (computer programming); Computational biology; Bioinformatics; Pathology","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":[0.0001670502,0.0001626866,0.0002689412,0.0006581254,0.0002453889,0.000316161,0.0001102937,0.0001804752,0.0008791152],"category_scores_gemma":[0.0004609307,0.000110596,0.0002430546,0.0006529583,0.0001983415,0.0001330877,0.0001880544,0.000261079,0.0002403411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005543277,"about_ca_system_score_gemma":0.0003596513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891058,"about_ca_topic_score_gemma":0.002629021,"domain_scores_codex":[0.9997858,0.000025089,0.00001439583,0.00006120421,0.0000697243,0.00004370207],"domain_scores_gemma":[0.9997521,0.00006111506,0.00009362718,0.0000113811,0.00004502566,0.00003670159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00177934,0.00007104298,0.2125975,0.0003584549,0.00007474751,0.0009007981,0.0005962424,0.00057132,0.7612532,0.000236126,0.0006725217,0.0208887],"study_design_scores_gemma":[0.00002682945,0.0007069513,0.7638345,0.00003787245,0.0001264354,0.003340072,0.000782317,0.0009167905,0.2192642,0.0002105756,0.01073739,0.00001602844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942873,0.001145946,0.001229057,0.00009168332,0.00001045336,0.0000210109,0.002366687,0.00004575502,0.0008020388],"genre_scores_gemma":[0.9880278,0.001781526,0.003694874,0.00009933449,0.0000170442,0.00007113537,0.004997923,0.00002656781,0.001283652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001891058,"threshold_uncertainty_score":0.004021943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625163614732165,"score_gpt":0.251161598215227,"score_spread":0.2349099620679054,"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."}}