{"id":"W4386537729","doi":"10.1093/neuonc/noad137.449","title":"P21.07.B THE LHSC/WESTERN BRAIN TUMOUR TISSUE BANK: A GLOBAL RESOURCE","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Tissue bank; Brain tissue; Medicine; Pathology; Tumour tissue; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009157552,0.0006096799,0.0006315897,0.005218913,0.001067662,0.004017394,0.002299163,0.001294439,0.2742473],"category_scores_gemma":[0.0115064,0.0007651753,0.0003744965,0.005628295,0.0009569114,0.001972137,0.003087641,0.0007911394,0.2297917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168937,"about_ca_system_score_gemma":0.007669771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324123,"about_ca_topic_score_gemma":0.01132377,"domain_scores_codex":[0.9966967,0.001009482,0.0004375869,0.0004105013,0.001066818,0.0003789173],"domain_scores_gemma":[0.9752513,0.004444819,0.001989652,0.004027314,0.009754664,0.004532282],"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":[0.0006444469,0.000206616,0.008844025,0.0007195378,0.00001933283,0.000426308,0.0002789965,0.0002185193,0.005757206,0.002423252,0.7989762,0.1814856],"study_design_scores_gemma":[0.0001474351,0.0001768047,0.01825569,0.0003792859,0.00001430076,0.0004966855,0.0002005891,0.0004672989,0.003557432,0.0005001349,0.9757764,0.00002798441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02702391,0.003137206,0.02075087,0.01126446,0.00142756,0.007752044,0.328761,0.02429182,0.575591],"genre_scores_gemma":[0.04375893,0.00280565,0.07436979,0.002699061,0.001066411,0.007348359,0.5486714,0.01259589,0.3066845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9867588,"threshold_uncertainty_score":0.9174485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734096135030423,"score_gpt":0.332303605081252,"score_spread":0.3049626437309477,"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."}}