{"id":"W4286492776","doi":"10.1017/cjn.2022.274","title":"Anaplastic Transformation of a Pilocytic Astrocytoma","year":2022,"lang":"fr","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Pilocytic astrocytoma; Content (measure theory); Anaplastic astrocytoma; Astrocytoma; Medicine; Computer science; Glioma; Cancer research; 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":[0.0002627241,0.001778365,0.0009428859,0.002945947,0.003696397,0.001897649,0.001468987,0.006456469,0.006008566],"category_scores_gemma":[0.003703443,0.0008841299,0.001471492,0.002629712,0.001905264,0.001688916,0.001086997,0.004625637,0.002729148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00428069,"about_ca_system_score_gemma":0.002086408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310791,"about_ca_topic_score_gemma":0.01739685,"domain_scores_codex":[0.9992655,0.00007346677,0.00006851553,0.0001250544,0.0001931133,0.0002743943],"domain_scores_gemma":[0.998985,0.0002936658,0.0001141963,0.0001110715,0.0001078784,0.0003881406],"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":[0.00004171832,0.00002322428,0.001397639,0.00002852206,0.000008139244,0.9950937,0.00004173869,0.00006907525,0.0005794294,0.0003530701,0.001113854,0.00124982],"study_design_scores_gemma":[0.00004275984,0.00007358324,0.00549792,0.0000216656,0.00002655072,0.9899415,0.0001101297,0.000672208,0.0005136806,0.00080017,0.002283697,0.00001606863],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7771122,0.006454521,0.004378267,0.03831804,0.005198708,0.0005866949,0.001443852,0.001323377,0.1651843],"genre_scores_gemma":[0.9821559,0.0009777927,0.0009742625,0.004695697,0.002691339,0.00005444335,0.0001819164,0.00006556158,0.008203069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310791,"threshold_uncertainty_score":0.03105867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488527224486755,"score_gpt":0.2646569456009875,"score_spread":0.22977167335612,"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."}}