{"id":"W4384298930","doi":"10.3390/curroncol30070490","title":"Imaging Spectrum of the Developing Glioblastoma: A Cross-Sectional Observation Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Medicine; Glioblastoma; 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":[0.0003088247,0.0002081987,0.0002123949,0.001456199,0.0004139819,0.0003760938,0.0001482235,0.0002458622,0.001003577],"category_scores_gemma":[0.0008796029,0.0002346791,0.0002597638,0.0007249321,0.0002297986,0.000513798,0.0003562023,0.0002779615,0.0003568466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992735,"about_ca_system_score_gemma":0.0002544195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956989,"about_ca_topic_score_gemma":0.004887991,"domain_scores_codex":[0.9997831,0.00003907902,0.00003119481,0.00006127845,0.00003736008,0.00004798832],"domain_scores_gemma":[0.9993363,0.00006359319,0.0002588205,0.00003599439,0.0001268551,0.0001783881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000311228,0.00002861255,0.9979187,0.000003023721,0.00001047582,0.0006131284,0.0001705185,0.00001118615,0.0003859946,0.000006857994,0.00002779867,0.0007927206],"study_design_scores_gemma":[0.00000130485,0.0001331691,0.9970465,0.000002372615,0.00001093734,0.002317694,0.0002626118,0.00003783174,0.00007171722,0.000008382398,0.0001042152,0.000003275939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994531,0.0001002869,0.00004599502,0.000008837743,0.000001214318,0.000006383132,0.00009461466,0.000001783113,0.000287858],"genre_scores_gemma":[0.9995686,0.0001145495,0.00006086389,0.000008740964,0.000004921761,0.000004691892,0.0001607158,0.000001344178,0.00007551221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003956989,"threshold_uncertainty_score":0.007867932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356973663030399,"score_gpt":0.4278408815863154,"score_spread":0.2921435152832755,"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."}}