{"id":"W2995872228","doi":"10.1007/s00401-019-02111-y","title":"Pineoblastoma segregates into molecular sub-groups with distinct clinico-pathologic features: a Rare Brain Tumor Consortium registry study","year":2019,"lang":"en","type":"article","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; National Institutes of Health; National Cancer Institute; Garron Family Cancer Centre; Canadian Institutes of Health Research; Brain Tumour Charity","keywords":"Pathology; Medicine; Brain tumor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007723961,0.0003281332,0.0005377398,0.001810328,0.001314283,0.00125599,0.0008476513,0.0004428865,0.002441389],"category_scores_gemma":[0.002701671,0.0004706301,0.0006645718,0.002332481,0.000639072,0.0008582494,0.001529926,0.0006502672,0.0005158296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006595,"about_ca_system_score_gemma":0.00100423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009112151,"about_ca_topic_score_gemma":0.01048556,"domain_scores_codex":[0.9986359,0.0002782586,0.0001425249,0.0005196107,0.0002029724,0.000220653],"domain_scores_gemma":[0.9977767,0.0002625769,0.0009274548,0.0004079351,0.0002824512,0.0003428842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645015,0.00006824114,0.9955616,0.000009102889,0.0001203797,0.0007481148,0.0004720054,0.00004211968,0.001042902,0.0001720963,0.0003912442,0.001207613],"study_design_scores_gemma":[0.00002782507,0.00009674641,0.9933423,0.00001108017,0.0001216012,0.003895712,0.001308304,0.0002022094,0.0002690242,0.0001571374,0.0005526186,0.00001545933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985361,0.00005664614,0.0001342022,0.00003416563,0.000003300158,0.00001221746,0.0007919408,0.000007013899,0.0004244348],"genre_scores_gemma":[0.9984717,0.00005215418,0.0001043373,0.00001698672,0.000005737713,0.00001680895,0.001170641,0.00001113924,0.0001505088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009112151,"threshold_uncertainty_score":0.0181182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009965450818923425,"score_gpt":0.2589549142530946,"score_spread":0.2489894634341712,"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."}}