{"id":"W4398255891","doi":"10.1017/cjn.2024.174","title":"P.068 Malignant transformation of a spinal dermoid cyst into carcinosarcoma","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Medicine; Dermoid cyst; Malignant transformation; Carcinosarcoma; Surgery; Cyst; Biopsy; Differential diagnosis; Hydrocephalus; Radiology; Pathology; Carcinoma","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":[0.0001773319,0.0004497583,0.0002480517,0.0009871239,0.0005728503,0.0008134918,0.0004211302,0.00145451,0.005878262],"category_scores_gemma":[0.0009656418,0.0002395,0.0003460154,0.0006160585,0.001101569,0.0007407456,0.0005096855,0.001021351,0.00342348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141254,"about_ca_system_score_gemma":0.0004489932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000724496,"about_ca_topic_score_gemma":0.0008997696,"domain_scores_codex":[0.9997944,0.00002774452,0.0000343736,0.00003556597,0.00006973075,0.00003819043],"domain_scores_gemma":[0.9994079,0.0002162192,0.0001840316,0.0000489163,0.00005791756,0.00008506651],"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":[0.00009668442,0.0000337231,0.01701943,0.0003628181,0.00002434157,0.9514284,0.0001705632,0.00009982366,0.004461579,0.0008638498,0.003086893,0.02235187],"study_design_scores_gemma":[0.00001186068,0.00005258057,0.006261582,0.00007374232,0.00002068347,0.9799113,0.0001251281,0.0002200538,0.003003227,0.0005424433,0.009770827,0.000006513371],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272083,0.0578117,0.006658237,0.006346134,0.001859458,0.0003091627,0.001234001,0.0005538777,0.09801903],"genre_scores_gemma":[0.9781964,0.009104922,0.001768978,0.0009441707,0.001284147,0.00002907143,0.0003109881,0.00004740119,0.00831393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005878262,"threshold_uncertainty_score":0.01966476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094056550415909,"score_gpt":0.2887061438931722,"score_spread":0.2577655783890132,"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."}}