{"id":"W4416140935","doi":"10.1093/neuonc/noaf201.0790","title":"DISP-30. Impact of distance traveled for clinical trial participation on clinical outcomes in patients with glioblastoma","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Glioblastoma; Clinical trial; Cohort; Proportional hazards model; Residence; Retrospective cohort study; Karnofsky Performance Status; Cohort study","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00195607,0.0001174511,0.0003452527,0.0005865291,0.0005357295,0.001049617,0.0003942,0.0003609995,0.005106258],"category_scores_gemma":[0.009570259,0.000112215,0.0006331822,0.001339247,0.0002513873,0.0007117009,0.0008625424,0.0007052675,0.0006047849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822194,"about_ca_system_score_gemma":0.001153418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022058,"about_ca_topic_score_gemma":0.009250852,"domain_scores_codex":[0.9979188,0.0008447232,0.0003935159,0.0002809423,0.0002444037,0.0003176406],"domain_scores_gemma":[0.9885375,0.001681696,0.006346708,0.0003750002,0.0007851577,0.002273947],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361125,0.0001082358,0.9866167,0.00008870572,0.0001737486,0.00008991251,0.00009848078,0.000148524,0.00009702419,0.0000771483,0.001087407,0.01005301],"study_design_scores_gemma":[0.00005859954,0.0003592753,0.9972693,0.00003936743,0.00006511976,0.0001509295,0.0001973426,0.0003130745,0.00005337009,0.0001123728,0.001371494,0.000009670663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940534,0.001134489,0.0001165411,0.000532931,0.00003146687,0.00002993181,0.002015075,0.00001095426,0.002075134],"genre_scores_gemma":[0.9984887,0.0001686376,0.00008971484,0.0001160915,0.00002306356,0.00003676739,0.0007534575,0.000004003736,0.0003194237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998044,"threshold_uncertainty_score":0.01708215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3575693211475629,"score_gpt":0.6375715611309188,"score_spread":0.2800022399833559,"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."}}