{"id":"W4234807792","doi":"10.1038/labinvest.2018.18","title":"USCAP 2018 Abstracts: Neuropathology and Ophthalmic Pathology (1812–1862)","year":2018,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; McGill University; PQ Corporation (Canada); University of Calgary; Baker Hughes (Canada); Alberta Health Services","funders":"","keywords":"Medicine; Temozolomide; Biopsy; Context (archaeology); O-6-methylguanine-DNA methyltransferase; Cohort; Internal medicine; Methyltransferase; Ophthalmic pathology; Biomarker; Surgery; Methylation; Oncology; Pathology; Chemotherapy; Biology; Neuro-ophthalmology; Ophthalmology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008572421,0.001276926,0.0005666126,0.006113726,0.001874524,0.003046497,0.0009773127,0.003290304,0.4388349],"category_scores_gemma":[0.002665925,0.000422009,0.0008343501,0.002449653,0.0007797134,0.002358851,0.001898442,0.001760806,0.2100022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594877,"about_ca_system_score_gemma":0.001811887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967176,"about_ca_topic_score_gemma":0.00530475,"domain_scores_codex":[0.9994891,0.00007581683,0.00008957113,0.00007338363,0.0001882502,0.00008381177],"domain_scores_gemma":[0.9973797,0.0002096476,0.000214528,0.0002160821,0.001448391,0.0005318061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001988511,0.0001097237,0.001008874,0.0004692846,0.00002569257,0.002476677,0.00003370256,0.00009808458,0.002412129,0.001725613,0.8924864,0.09895502],"study_design_scores_gemma":[0.00002680294,0.0000755244,0.004030058,0.000462959,0.00001869278,0.004949224,0.00006703545,0.00009957988,0.0009979833,0.001337099,0.9879178,0.00001728044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008106709,0.01925933,0.001548704,0.01830798,0.04770491,0.0004717306,0.009997023,0.001191011,0.8934126],"genre_scores_gemma":[0.02536053,0.01510255,0.001352063,0.002762602,0.0253768,0.0001922551,0.007174944,0.0004592133,0.9222191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4388349,"threshold_uncertainty_score":0.8004339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318934996327036,"score_gpt":0.2518090503712347,"score_spread":0.2186197004079644,"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."}}