{"id":"W4388589533","doi":"10.1093/neuonc/noad179.0527","title":"DISP-12. BRAIN CANCER CANADA FUNDS CRITICALLY NEEDED RESEARCH AND ADVOCATES FOR PATIENTS, WITH THE AIM TO IMPROVE OUTCOMES FOR CANADIANS DIAGNOSED WITH PRIMARY MALIGNANT BRAIN TUMOURS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Temozolomide; Medicine; Brain cancer; Cancer; Family medicine; Glioblastoma; Political science; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009524244,0.0009360478,0.0009638737,0.00216799,0.007864613,0.008533532,0.002486318,0.003837923,0.2217958],"category_scores_gemma":[0.03042581,0.0009729452,0.001342365,0.001851014,0.002243898,0.001744672,0.004523821,0.004043282,0.04442988],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0643455,"about_ca_system_score_gemma":0.3411973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8287214,"about_ca_topic_score_gemma":0.9266397,"domain_scores_codex":[0.9873217,0.001463674,0.0003704244,0.0008808129,0.006795592,0.00316776],"domain_scores_gemma":[0.8882287,0.00578292,0.001712129,0.002855804,0.05027815,0.05114234],"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":[0.0001866798,0.00004627855,0.001427806,0.0001534655,0.00002055861,0.00009067089,0.00007800993,0.0000647381,0.0002358231,0.002792941,0.9685579,0.02634518],"study_design_scores_gemma":[0.0001565285,0.00006474675,0.004663196,0.0002319141,0.00001970811,0.0001043911,0.0002729582,0.0001971512,0.0002001602,0.0005643616,0.9934907,0.00003423651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00681141,0.006727928,0.003321472,0.2244495,0.02255322,0.003952984,0.07038621,0.004101298,0.6576961],"genre_scores_gemma":[0.06344422,0.005774153,0.01429072,0.07013883,0.003919598,0.001416549,0.04071674,0.001921083,0.7983782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9356545,"threshold_uncertainty_score":0.741981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165114923767479,"score_gpt":0.4173282999642205,"score_spread":0.2522133761967416,"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."}}