{"id":"W2767378856","doi":"10.1093/neuonc/nox168.721","title":"PATH-31. ELEVATION OF YKL-40, NORMALIZED TO CERULOPLASMIN, IN CEREBROSPINAL FLUID IS ASSOCIATED WITH GLIOBLASTOMA RECURRENCE","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ceruloplasmin; Glioblastoma; Cerebrospinal fluid; Elevation (ballistics); Medicine; Internal medicine; Path (computing); Gastroenterology; Oncology; Cancer research; Mathematics; Computer science","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":[0.0001366711,0.0003263735,0.0002207838,0.0005547283,0.0002303575,0.0003116781,0.0001666939,0.0002152741,0.001438743],"category_scores_gemma":[0.0006143452,0.0001101648,0.0002230781,0.0003168774,0.0001894304,0.0001338787,0.0002388993,0.0002589085,0.0003659602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980957,"about_ca_system_score_gemma":0.0002072162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771805,"about_ca_topic_score_gemma":0.001686436,"domain_scores_codex":[0.9998468,0.00001630602,0.00002192895,0.00003587682,0.00004041931,0.00003862778],"domain_scores_gemma":[0.9996921,0.00002161144,0.0001740507,0.00001145865,0.00004496083,0.00005591673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001580646,0.0001137167,0.8935165,0.0001628031,0.0001437789,0.003792889,0.0002985956,0.0001139788,0.0798592,0.00008616396,0.0009655264,0.01936623],"study_design_scores_gemma":[0.00001771351,0.0004195952,0.9822778,0.00001369939,0.00005799562,0.007650963,0.0001086197,0.0003429028,0.008015996,0.00008245899,0.001003578,0.000008616573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998726,0.0004903825,0.0001405076,0.00003508563,0.000008408474,0.000007227566,0.0002657137,0.00001695178,0.0003096838],"genre_scores_gemma":[0.9989506,0.000092419,0.000130588,0.00002173173,0.000005411478,0.00001071856,0.0003785814,0.000003009161,0.0004069094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001771805,"threshold_uncertainty_score":0.004813075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098088210676914,"score_gpt":0.3094852910920464,"score_spread":0.2885044089852773,"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."}}