{"id":"W1999186555","doi":"10.1016/s0242-6498(07)73909-3","title":"Tumeur neuro-épithéliale dysembryoplasique à différenciation épendymaire","year":2007,"lang":"fr","type":"article","venue":"Annales de Pathologie","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Pathology; Lesion; Ependymal Cell; Biology; Anatomy; Medicine; Immunohistochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001039631,0.0004137252,0.0004854337,0.0002299154,0.0001759678,0.00005393173,0.0001956204,0.0004407818,0.0004020652],"category_scores_gemma":[0.001146591,0.0003869274,0.0002852951,0.0003774171,0.0002121138,0.0001716994,0.0001111539,0.000447141,0.001947755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297872,"about_ca_system_score_gemma":0.0002455228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103982,"about_ca_topic_score_gemma":0.0002603041,"domain_scores_codex":[0.9970643,0.0002047163,0.0005419343,0.0005888709,0.0003461872,0.001254014],"domain_scores_gemma":[0.9979054,0.0007321832,0.0002149463,0.0005362634,0.0001706509,0.000440525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002466023,0.00266387,0.5644137,0.0003078927,0.0001832413,0.04060459,0.00106136,0.00008816589,0.03187985,0.002864579,0.02860028,0.3270858],"study_design_scores_gemma":[0.00218586,0.001166394,0.8808708,0.0004476787,0.0004332096,0.001797207,0.000519808,0.0002708906,0.06332862,0.0008632661,0.04769957,0.000416676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497088,0.02776581,0.001495171,0.009580759,0.002741518,0.0005622809,0.00005264221,0.0001852576,0.007907802],"genre_scores_gemma":[0.9855382,0.005193471,0.001552177,0.00282589,0.001281274,0.00004838672,0.00009195659,0.00005913696,0.003409475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266691,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249214536193934,"score_gpt":0.307912620247642,"score_spread":0.2754204748857026,"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."}}