{"id":"W2973883831","doi":"10.14740/wjon1228","title":"Serum Neurofilament Light, Glial Fibrillary Acidic Protein and Tau Are Possible Serum Biomarkers for Activity of Brain Metastases and Gliomas","year":2019,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glial fibrillary acidic protein; Pathology; Central nervous system; Neurofilament; Oncology; Biomarker; Internal medicine; Analysis of variance; Immunohistochemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005018784,0.000338989,0.0002267271,0.0008081333,0.0001881783,0.0004084074,0.0001789258,0.000311374,0.001515302],"category_scores_gemma":[0.001878164,0.0001521665,0.0001711441,0.0005229571,0.0002708877,0.0002999275,0.000180021,0.0002669705,0.0002418922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904179,"about_ca_system_score_gemma":0.0002072956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007904024,"about_ca_topic_score_gemma":0.001140916,"domain_scores_codex":[0.9997858,0.00006473904,0.00002532284,0.00004374142,0.00005177163,0.00002874285],"domain_scores_gemma":[0.9986985,0.000218453,0.0007119336,0.00004254209,0.0001585187,0.0001701474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991737,0.00004151099,0.995985,0.0000162368,0.00003046779,0.00005712183,0.00003082937,0.00001920845,0.001988854,0.000007360082,0.00002992611,0.00159427],"study_design_scores_gemma":[0.000004398144,0.0001809709,0.9981401,0.000006760741,0.00003060707,0.0005011313,0.00007620318,0.0001137886,0.0008379905,0.00002720769,0.00007897729,0.000001870115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987003,0.0006574389,0.0001790172,0.00003008874,0.000004096943,0.000007789579,0.00009176883,0.000007143117,0.0003225747],"genre_scores_gemma":[0.9993488,0.00015844,0.0002597364,0.00001264312,0.000007711943,0.000006279291,0.00009156101,0.000001211487,0.0001135228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515302,"threshold_uncertainty_score":0.005069196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773808773928422,"score_gpt":0.2963687831777956,"score_spread":0.2786306954385114,"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."}}