{"id":"W4404857840","doi":"10.1093/noajnl/vdae173.106","title":"100310- COT-27 UNDERSTANDING THE BURDEN OF MIDH1/2 DIFFUSE GLIOMA AND THE COMPLEXITY OF NAVIGATING THE PATIENT PATHWAY: INSIGHTS FROM PATIENTS AND CAREGIVERS","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brain Tumour Foundation of Canada","funders":"","keywords":"Glioma; Psychology; Medicine; Gerontology; Physical medicine and rehabilitation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007854994,0.0001618989,0.0003722695,0.00003917823,0.0002277863,0.00002115211,0.0001017317,0.00005715036,0.000007669283],"category_scores_gemma":[0.0001511703,0.00007062776,0.00007429629,0.0001842142,0.001914409,0.00008017082,0.0001294334,0.0002404388,7.396265e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006837684,"about_ca_system_score_gemma":0.00004820903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003575436,"about_ca_topic_score_gemma":0.0001109599,"domain_scores_codex":[0.9987798,0.0002574859,0.0003044379,0.0002687884,0.0002425931,0.0001469439],"domain_scores_gemma":[0.9969437,0.002518382,0.0002030891,0.0002211444,0.00006355365,0.00005010216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006611653,0.003222899,0.1270783,0.001414701,0.003579109,0.001870269,0.3908752,0.0005192177,0.1235663,0.1417389,0.002643559,0.1968799],"study_design_scores_gemma":[0.08176447,0.01832458,0.08878693,0.005140807,0.005852115,0.0006451501,0.3211026,0.01536632,0.1723591,0.2109273,0.07818705,0.001543611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815397,0.01109642,0.00001334284,0.005829458,0.0004407576,0.00067729,0.00006266392,0.00001825455,0.0003221029],"genre_scores_gemma":[0.9988376,0.0007662838,0.00005998134,0.0002227547,0.0000529366,0.00003326315,0.0000132578,0.00001271492,0.000001137692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1953363,"threshold_uncertainty_score":0.7053719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979282194435915,"score_gpt":0.2786092218095776,"score_spread":0.2488163998652184,"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."}}