{"id":"W2954598503","doi":"10.1017/cjn.2019.235","title":"Pseudo-Chemical Meningitis and the Malignant Transformation of an Epidermoid Cyst","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Sage Therapeutics; Eisai; Sunovion","keywords":"Epidermoid cyst; Content (measure theory); Malignant transformation; Medicine; Transformation (genetics); Computer science; Pathology; Chemistry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005521623,0.0015784,0.001354034,0.002622049,0.004329158,0.002147483,0.001506601,0.01284286,0.005145891],"category_scores_gemma":[0.008528934,0.001133624,0.001483279,0.002428683,0.00334135,0.003787135,0.001627362,0.009024411,0.002123886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004422821,"about_ca_system_score_gemma":0.002034588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004309744,"about_ca_topic_score_gemma":0.004471667,"domain_scores_codex":[0.9991696,0.0001610256,0.00008715342,0.0001074161,0.0002268752,0.0002479313],"domain_scores_gemma":[0.9969914,0.001456486,0.0004279355,0.0002440248,0.0001741527,0.0007060001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003978017,0.00003114518,0.001160041,0.00002477414,0.000004570587,0.9965538,0.00006287097,0.0000576276,0.0001635236,0.0004324567,0.0007018166,0.0007676975],"study_design_scores_gemma":[0.00004652949,0.00005210464,0.002199049,0.00003994266,0.00001382058,0.9943147,0.0001252429,0.0004771943,0.0002858781,0.0009248906,0.001506806,0.00001386707],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7698994,0.01675875,0.003123331,0.09918686,0.00581434,0.0003132811,0.0006031904,0.0004480928,0.1038528],"genre_scores_gemma":[0.974035,0.002960166,0.0008562776,0.009355539,0.006640849,0.00004994288,0.00008534003,0.00004336027,0.005973647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284286,"threshold_uncertainty_score":0.03209001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501443339413453,"score_gpt":0.257071672830678,"score_spread":0.2320572394365435,"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."}}