{"id":"W4413856502","doi":"10.1093/noajnl/vdaf166.017","title":"11 ONLINE SURVEY OF PATIENT EXPERIENCES RECEIVING GLIOMA DIAGNOSES","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Glioma; Medicine; Psychology; Medical physics; Radiology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001912629,0.0001617216,0.0002229435,0.0006108729,0.000489704,0.0007019259,0.0002196036,0.0004072826,0.002955861],"category_scores_gemma":[0.007202078,0.0001240471,0.000266742,0.0005650184,0.0002553473,0.0005852244,0.001003717,0.0004773574,0.0005655556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007337172,"about_ca_system_score_gemma":0.0004729408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197601,"about_ca_topic_score_gemma":0.002796513,"domain_scores_codex":[0.9987445,0.0006625191,0.0001485603,0.00009479559,0.000141594,0.0002080359],"domain_scores_gemma":[0.9941831,0.002017787,0.001972783,0.0001188099,0.0009344706,0.0007729163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000253195,0.0003113049,0.9272045,0.0004011065,0.00006683321,0.0006478735,0.03008346,0.0002318547,0.001062477,0.0001740574,0.007831215,0.03173204],"study_design_scores_gemma":[0.0000339719,0.001031947,0.9006464,0.0002117523,0.00003435957,0.001179703,0.07797306,0.0008952782,0.0006438633,0.0001126526,0.0171792,0.00005783104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969771,0.00007416042,0.0001273393,0.0004568023,0.00001335772,0.00006584903,0.001247666,0.000009495685,0.001028362],"genre_scores_gemma":[0.9973459,0.0002318756,0.0004187603,0.0004938586,0.00002259781,0.000183101,0.0007793718,0.000004047788,0.0005206561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002955861,"threshold_uncertainty_score":0.01011503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133072066669699,"score_gpt":0.3499638002451372,"score_spread":0.3286330795784402,"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."}}