{"id":"W4282023526","doi":"10.1093/neuonc/noac079.044","title":"RARE-19. Molecular characterization and treatment response of metastatic DIA/DIG","year":2022,"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":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Vincristine; Carboplatin; Adjuvant therapy; Adjuvant; Surgery; Chemotherapy; Oncology; Internal medicine; Cisplatin; Cyclophosphamide","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":[0.0001740637,0.0002567121,0.0002695544,0.0005373128,0.0002588138,0.0003935311,0.0002817841,0.0004843327,0.00144215],"category_scores_gemma":[0.0005864696,0.0001133521,0.0002098413,0.0002995578,0.0002622893,0.0001794402,0.0001774447,0.0003020018,0.0004747149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885647,"about_ca_system_score_gemma":0.0002271239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350451,"about_ca_topic_score_gemma":0.001427185,"domain_scores_codex":[0.9997875,0.00001910003,0.000030415,0.00005354253,0.00005333562,0.00005602076],"domain_scores_gemma":[0.9996479,0.0000632591,0.0001189511,0.00002525312,0.00006141536,0.00008333774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120811,0.0001895418,0.4887823,0.0003728979,0.00009055104,0.2071154,0.0004752272,0.001149468,0.2453828,0.0009800062,0.001682722,0.05257114],"study_design_scores_gemma":[0.00005782481,0.001277803,0.32063,0.00004607717,0.0001232045,0.5881525,0.0003361744,0.00235039,0.07488723,0.0003593971,0.01175541,0.00002408856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917675,0.001971014,0.00083957,0.0001833243,0.00001971048,0.00004215996,0.0005567783,0.00005923356,0.004560566],"genre_scores_gemma":[0.9972715,0.0003185947,0.000875243,0.00006306288,0.00001835136,0.00001700487,0.0007180446,0.0000117621,0.0007065628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00144215,"threshold_uncertainty_score":0.004824519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463289840132039,"score_gpt":0.3005511622884929,"score_spread":0.2759182638871726,"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."}}