{"id":"W4321231454","doi":"10.3390/curroncol30020183","title":"Clinical, Morphological, and Molecular Study on Grade 2 and 3 Pleomorphic Xanthoastrocytoma","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleomorphic xanthoastrocytoma; Pathology; Astrocytoma; Medicine; Anaplasia; Anaplastic astrocytoma; Biology; Glioma; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872485,0.0002758795,0.0001711934,0.001047381,0.0002926451,0.0003700342,0.0001795954,0.0002984861,0.0008375755],"category_scores_gemma":[0.001161348,0.0001525787,0.0002404853,0.0004744159,0.0002835158,0.000390153,0.000257718,0.0001900333,0.0002917105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259429,"about_ca_system_score_gemma":0.0002252037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656388,"about_ca_topic_score_gemma":0.001677342,"domain_scores_codex":[0.9998125,0.00002995712,0.00003241068,0.00003746769,0.00004272832,0.00004498521],"domain_scores_gemma":[0.999406,0.00008336519,0.0002067565,0.00004009836,0.0001229655,0.0001409297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003465636,0.00004450313,0.9898776,0.00001672736,0.00001741634,0.002615609,0.0001019329,0.00005363629,0.004209463,0.00002019792,0.00005210763,0.002644168],"study_design_scores_gemma":[0.00001406544,0.0003174507,0.982869,0.000005886659,0.00002477051,0.01490985,0.0002078222,0.0002063966,0.001035043,0.00003420199,0.0003694952,0.000006000434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994166,0.0001265699,0.00007815141,0.000005894704,0.00000177146,0.00001023852,0.00005996129,0.000002862872,0.00029802],"genre_scores_gemma":[0.9995503,0.00006186869,0.0001066089,0.000008881745,0.000004216594,0.000008528004,0.0001725928,0.000001459963,0.00008559338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656388,"threshold_uncertainty_score":0.003293514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280082302656625,"score_gpt":0.4798943617538335,"score_spread":0.251886131488171,"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."}}