{"id":"W4404237730","doi":"10.1093/neuonc/noae165.0685","title":"INNV-23. 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","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; Medicine; Psychology; 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":[0.005624641,0.0003759958,0.0003979776,0.0004603726,0.006346023,0.003470395,0.0009561245,0.0008891624,0.002908023],"category_scores_gemma":[0.009082003,0.0002705129,0.0003418775,0.0004763622,0.003105773,0.002659912,0.004401713,0.002236987,0.0003158585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004926936,"about_ca_system_score_gemma":0.004704807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928347,"about_ca_topic_score_gemma":0.0321662,"domain_scores_codex":[0.9948933,0.003978527,0.0001013424,0.0001475143,0.0002469764,0.0006324682],"domain_scores_gemma":[0.9943558,0.002898388,0.0006754222,0.0001458054,0.000579338,0.001345366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004327658,0.00005171602,0.0219494,0.0001380371,0.000009654947,0.001039319,0.959831,0.000057164,0.0002575477,0.001403812,0.004630476,0.01058871],"study_design_scores_gemma":[0.000003706662,0.00003521434,0.003141768,0.0001135922,0.000004716563,0.0003819664,0.9840036,0.00006432833,0.00006166639,0.0004006621,0.01177674,0.00001194735],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743583,0.00185097,0.0009554882,0.01210125,0.0001747195,0.00008228912,0.0002070835,0.00001835051,0.0102516],"genre_scores_gemma":[0.9955437,0.0007268075,0.0003859825,0.001708307,0.00001961946,0.00006740027,0.00006835414,0.00001132919,0.001468652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01928347,"threshold_uncertainty_score":0.03834248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093549528277272,"score_gpt":0.2766028338466548,"score_spread":0.2356673385638821,"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."}}