{"id":"W1970984020","doi":"10.1007/s11060-014-1432-3","title":"Proteomic analyses of CSF aimed at biomarker development for pediatric brain tumors","year":2014,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Proteomics; Biomarker discovery; Medicine; Biomarker; Cerebrospinal fluid; Disease; Brain tumor; Bioinformatics; Proteome; Pathology; Liquid biopsy; Cancer; Oncology; Internal medicine; Biology","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":[0.000821477,0.001091253,0.001739972,0.002673799,0.0001921359,0.001227192,0.0008266215,0.0009797077,0.001010507],"category_scores_gemma":[0.001473251,0.0003219119,0.0009066193,0.001904573,0.0004250578,0.001025387,0.0006449841,0.001066686,0.0006215948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004733383,"about_ca_system_score_gemma":0.001165203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216006,"about_ca_topic_score_gemma":0.001931105,"domain_scores_codex":[0.9996966,0.00004323943,0.00005491704,0.0000669607,0.0001102058,0.00002799471],"domain_scores_gemma":[0.9993408,0.0003361286,0.0001161071,0.00001481072,0.0001650884,0.00002688614],"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":[0.0001383354,0.00007487943,0.001613054,0.01474692,0.0003422897,0.0004552428,0.00004090112,0.0003122936,0.003730267,0.0009466049,0.00965854,0.9679407],"study_design_scores_gemma":[0.00008326363,0.0005165055,0.0172682,0.01567051,0.002392365,0.01158019,0.000346713,0.001025887,0.01528354,0.00456494,0.9311063,0.000161523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004260099,0.9987044,0.0002388966,0.0001582744,0.00008681843,0.000005529891,0.00003457181,0.000007413325,0.0003380952],"genre_scores_gemma":[0.002894433,0.9956404,0.000712506,0.0002327402,0.0001425457,0.000009561067,0.00007772251,0.000002250222,0.0002878155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002673799,"threshold_uncertainty_score":0.004344404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218273445776537,"score_gpt":0.4284129088087613,"score_spread":0.3065855642311075,"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."}}