{"id":"W2953708565","doi":"10.1093/nop/npz027","title":"Clinical evaluation of fitness to drive in patients with brain metastases","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Medicine; Neurology; Neurological examination; Cognition; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Surgery; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005997041,0.0001530852,0.0005378357,0.0001630856,0.0001268861,0.000003177789,0.0001924309,0.0001780758,0.0002404883],"category_scores_gemma":[0.03590497,0.0001245099,0.00003816903,0.0003833871,0.00008286664,0.0003725282,0.0002464765,0.0008454157,0.0004640888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163562,"about_ca_system_score_gemma":0.0007231176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159212,"about_ca_topic_score_gemma":0.001165812,"domain_scores_codex":[0.9893513,0.008385718,0.000811371,0.0004628054,0.0006199708,0.0003688424],"domain_scores_gemma":[0.9737535,0.023559,0.0007598358,0.0004458477,0.001395202,0.00008665148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006100088,0.0007473862,0.9819738,0.00004922461,0.00006940113,0.000004495302,0.002308431,0.0001228298,0.00009932395,0.00006591156,0.006943316,0.007005906],"study_design_scores_gemma":[0.006587931,0.002147544,0.9439339,0.0001020495,0.0002110965,8.925197e-7,0.002116062,0.00008212946,0.00001362374,0.00002840323,0.04465871,0.0001176355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779406,0.000013658,0.00002880984,0.01165126,0.001327324,0.002785693,0.00001710358,0.00003085633,0.006204665],"genre_scores_gemma":[0.9885001,0.000009160153,0.001410064,0.009668491,0.00007721743,0.0001862161,0.00001100392,0.00002575155,0.0001120285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803984,"threshold_uncertainty_score":0.972216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08661151778565965,"score_gpt":0.5043085352453193,"score_spread":0.4176970174596596,"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."}}