{"id":"W2619866616","doi":"10.1177/1539449217708554","title":"Driving Errors That Predict On-Road Outcomes in Adults With Multiple Sclerosis","year":2017,"lang":"en","type":"article","venue":"OTJR Occupational Therapy Journal of Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Commit; Psychology; Physical medicine and rehabilitation; Audiology; Rehabilitation; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005186974,0.0003801445,0.0002687295,0.0007930524,0.0002643301,0.0005542994,0.0002267182,0.0005710927,0.001211173],"category_scores_gemma":[0.005982842,0.0001633214,0.0002835871,0.0003966742,0.0002474033,0.000540397,0.0006250925,0.0004037545,0.0003543722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686,"about_ca_system_score_gemma":0.0002570469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880634,"about_ca_topic_score_gemma":0.006931207,"domain_scores_codex":[0.9995633,0.0001047073,0.00008043474,0.00006843942,0.0001152803,0.00006785154],"domain_scores_gemma":[0.9961997,0.0008093936,0.002024865,0.000121592,0.0004683598,0.0003760586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003881993,0.00002470273,0.9987736,0.00000483683,0.00001026354,0.0000208589,0.00004916915,0.0000192737,0.00003277359,0.000002638509,0.00001843789,0.001004444],"study_design_scores_gemma":[0.000002026166,0.0000995338,0.9994159,0.000004754722,0.00000755321,0.00008695239,0.0001766997,0.0001312495,0.00002958293,0.00001330262,0.00003060504,0.000001794274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996597,0.00007633841,0.00002729742,0.00001298676,0.00000234347,0.000003748957,0.00004241722,0.000001355803,0.0001738537],"genre_scores_gemma":[0.9997224,0.00004732705,0.0000370306,0.000008063284,0.000004219131,0.000004741964,0.0000988999,6.042603e-7,0.00007659713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003880634,"threshold_uncertainty_score":0.00771606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2925934320777957,"score_gpt":0.4524140581704437,"score_spread":0.159820626092648,"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."}}