{"id":"W2321661205","doi":"10.1017/s0317167100012804","title":"Transient Radiographic Early Enhancement after Radiotherapy for Meningioma","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Meningioma; Transient (computer programming); Medicine; Radiography; Radiation therapy; Radiology; Computer science","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":[0.0003213544,0.0006022895,0.0008366908,0.0014017,0.0007600565,0.0007339767,0.0008531974,0.001674741,0.003457977],"category_scores_gemma":[0.004129636,0.0003868007,0.000721569,0.0009978333,0.0007585019,0.0009582549,0.0004978727,0.002126666,0.001130008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325944,"about_ca_system_score_gemma":0.00091448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214018,"about_ca_topic_score_gemma":0.005183756,"domain_scores_codex":[0.9997116,0.00004167767,0.00002960326,0.00003301714,0.00006988268,0.0001142862],"domain_scores_gemma":[0.9986395,0.0004658923,0.0003514498,0.0001235111,0.000106771,0.0003128583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0007180939,0.0001214838,0.01498235,0.0001577792,0.00004204314,0.9693816,0.0001455018,0.0002359393,0.002701922,0.0001607847,0.001265635,0.01008678],"study_design_scores_gemma":[0.0001727858,0.0008752028,0.09423144,0.0001657645,0.000184465,0.8956289,0.0002331011,0.0006796357,0.004570813,0.0004243834,0.002791778,0.00004176432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307693,0.01604428,0.00252595,0.006025158,0.000564395,0.0002502549,0.000440933,0.000586208,0.04279344],"genre_scores_gemma":[0.995494,0.001934192,0.000187234,0.0005744682,0.0002623883,0.0000107056,0.0001015855,0.00002539992,0.001409953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005214018,"threshold_uncertainty_score":0.01156807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430706018038713,"score_gpt":0.2779795475661322,"score_spread":0.2436724873857451,"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."}}