{"id":"W4288436224","doi":"10.3390/curroncol29080422","title":"Morphogenetic and Imaging Characteristics in Giant Cell Glioblastoma","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CDKN2A; Immunohistochemistry; Glioblastoma; Pathology; Metastasis; Giant cell; Population; Radiology; Cancer; Internal medicine; 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":[0.0001371443,0.0004252971,0.0002155892,0.001354382,0.0001592789,0.0002568311,0.0001936619,0.0004778365,0.001199697],"category_scores_gemma":[0.0009472223,0.0001659134,0.0001500971,0.0003831899,0.0003882126,0.0003819923,0.0003308286,0.0002459832,0.0003160802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613663,"about_ca_system_score_gemma":0.0001680466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003165,"about_ca_topic_score_gemma":0.0009560679,"domain_scores_codex":[0.999929,0.000008973203,0.000007342856,0.00001179772,0.00001643934,0.0000264346],"domain_scores_gemma":[0.9997492,0.00004994864,0.0000780315,0.00002663622,0.00002800358,0.0000681123],"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":[0.000401366,0.00005315966,0.1861503,0.000179264,0.00003685842,0.6587465,0.0004230494,0.0008458414,0.1275588,0.001170482,0.0009069645,0.02352733],"study_design_scores_gemma":[0.00001353533,0.0001689897,0.1221538,0.00002073954,0.00004695907,0.8655385,0.0002513199,0.001174231,0.008236384,0.0008352472,0.001543631,0.00001660496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915678,0.001095328,0.002008723,0.0002447492,0.00002152862,0.0000425641,0.0001722722,0.00008725371,0.004759878],"genre_scores_gemma":[0.9983742,0.000356726,0.0008450797,0.00005377981,0.00002908004,0.000007625432,0.00008229139,0.00001027891,0.0002408335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001354382,"threshold_uncertainty_score":0.00401336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329053213192089,"score_gpt":0.3311714573372972,"score_spread":0.2982661360180883,"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."}}