{"id":"W2009601785","doi":"10.1016/j.apmr.2013.10.010","title":"Systematic Review of Return to Work After Mild Traumatic Brain Injury: Results of the International Collaboration on Mild Traumatic Brain Injury Prognosis","year":2014,"lang":"en","type":"review","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Ontario Tech University; Lakehead University; Institute for Work & Health; Centre for Disability Prevention and Rehabilitation; NOSM University; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Ontario Neurotrauma Foundation","keywords":"Traumatic brain injury; Medicine; Physical therapy; Rehabilitation; Injury prevention; Poison control; Physical medicine and rehabilitation; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002444362,0.0005262273,0.00422004,0.0007945692,0.00005001052,0.00001108073,0.0005440708,0.0001622817,0.00001757683],"category_scores_gemma":[0.03139048,0.000292767,0.0008194951,0.001471502,0.001030404,0.00008243527,0.0001301488,0.0005614777,0.000006103201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009044377,"about_ca_system_score_gemma":0.0002618436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002011172,"about_ca_topic_score_gemma":0.000006901293,"domain_scores_codex":[0.9924793,0.001836208,0.003210567,0.0006148778,0.00157658,0.0002824403],"domain_scores_gemma":[0.9749819,0.02153943,0.001767785,0.001125603,0.0003751473,0.0002101618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006527036,0.000582147,0.00001276632,0.8945034,0.0004265399,3.647822e-7,0.01073459,3.507616e-7,0.00007027471,0.000448135,0.005051831,0.08751692],"study_design_scores_gemma":[0.001042143,0.006267142,0.0006875973,0.9849482,0.001939117,0.0000026853,0.0008858648,0.00007260204,0.00003492646,0.0007160585,0.0031694,0.0002343312],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01809299,0.85168,0.00008436643,0.09513311,0.0005262444,0.03200688,0.0007048433,0.00006819412,0.0017034],"genre_scores_gemma":[0.1590201,0.8179166,0.007183392,0.00502782,0.001414389,0.007244796,0.0007784143,0.0003853487,0.001029113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1409271,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586120627617547,"score_gpt":0.4005477789599405,"score_spread":0.3446865726837651,"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."}}