{"id":"W3128294753","doi":"10.1093/neuonc/noab004","title":"In the beginning: PDGFA and the genesis of GBM","year":2021,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Alberta Cancer Foundation; Genome Canada","keywords":"Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002505108,0.0008775941,0.001594943,0.0007616865,0.003265318,0.003867342,0.001277688,0.04799265,0.003544484],"category_scores_gemma":[0.0135491,0.0006440038,0.001048159,0.0006600976,0.002660713,0.004195045,0.001667364,0.04171158,0.002529659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003363927,"about_ca_system_score_gemma":0.002884556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00490728,"about_ca_topic_score_gemma":0.008758589,"domain_scores_codex":[0.9977423,0.0009394814,0.0003236093,0.0002208339,0.0004852855,0.0002885375],"domain_scores_gemma":[0.9944432,0.00365839,0.0003490159,0.00012625,0.0006148257,0.0008083574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002708535,0.00007522842,0.001937822,0.0001625508,0.00005090807,0.008951042,0.0003462135,0.000147923,0.0005385182,0.005716136,0.9635437,0.01825912],"study_design_scores_gemma":[0.000333371,0.0001409675,0.002323475,0.0006331367,0.00009479321,0.01014864,0.0009305313,0.0007464202,0.0004380516,0.02520019,0.9589031,0.0001073901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005097447,0.006343191,0.00006762254,0.9733358,0.01793936,0.000006930189,0.00002613297,0.00001010763,0.001761146],"genre_scores_gemma":[0.00738955,0.005247911,0.0002175412,0.8275474,0.1544175,0.00002409361,0.00002687429,0.00001702524,0.005112066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04799265,"threshold_uncertainty_score":0.02440709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962222994486428,"score_gpt":0.2972527079075465,"score_spread":0.2676304779626822,"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."}}