{"id":"W4404182657","doi":"10.1080/02699052.2024.2419948","title":"Sex differences in work-related traumatic brain injury: a concurrent mixed methods study employing the person-environment-occupation model","year":2024,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canada Research Chairs","keywords":"Traumatic brain injury; Psychology; Developmental psychology; Clinical psychology; Physical medicine and rehabilitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01736386,0.0005813368,0.0007577455,0.001537291,0.002143624,0.001490662,0.001060758,0.0006836903,0.001896613],"category_scores_gemma":[0.02042829,0.0007270108,0.001297056,0.001406105,0.001180673,0.001328462,0.001773351,0.0008011253,0.0002366815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549633,"about_ca_system_score_gemma":0.002713918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138805,"about_ca_topic_score_gemma":0.01640948,"domain_scores_codex":[0.9909468,0.006059668,0.0006218718,0.0008836866,0.001055279,0.0004328116],"domain_scores_gemma":[0.9907924,0.004975658,0.001867045,0.0009642259,0.001048587,0.0003521045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001231694,0.002798518,0.9484187,0.0005425151,0.00061037,0.0002446065,0.02336218,0.0002246416,0.0005793029,0.0005954892,0.0004242219,0.02096771],"study_design_scores_gemma":[0.0004666042,0.01046985,0.9327602,0.0004890969,0.0008617628,0.0003960147,0.04656671,0.003815725,0.0007674544,0.001145099,0.002176009,0.00008547275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951584,0.0004816855,0.002162369,0.00006812294,0.00002597784,0.001421281,0.0002265251,0.000006247239,0.0004494346],"genre_scores_gemma":[0.9899243,0.0003118708,0.004433662,0.0001280176,0.00002296106,0.004567995,0.0002687635,0.000005772587,0.0003367198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736386,"threshold_uncertainty_score":0.09182996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601638014738489,"score_gpt":0.4289353093975717,"score_spread":0.2687715079237228,"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."}}