{"id":"W4412886430","doi":"10.1111/jpm.70017","title":"Living in the Shadows: My Personal Perspective With Mental Health After a Concussion","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concussion; Mental health; Anxiety; Narrative; Perspective (graphical); Psychiatry; Medicine; Psychology; Clinical psychology; Poison control; Injury prevention; Medical emergency","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":[0.005995551,0.0009003107,0.0009093597,0.001129463,0.01888535,0.007906368,0.002493163,0.005180487,0.003353782],"category_scores_gemma":[0.01379,0.00072544,0.001233648,0.001064782,0.01989698,0.009295261,0.01065427,0.01826026,0.0005940894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004661495,"about_ca_system_score_gemma":0.009348044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01618868,"about_ca_topic_score_gemma":0.02597582,"domain_scores_codex":[0.9926478,0.004717421,0.0001956544,0.0003033588,0.0006150424,0.001520734],"domain_scores_gemma":[0.9916798,0.00298364,0.0007791496,0.0001866606,0.0007442472,0.003626426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00002063999,0.00006633488,0.002877853,0.0002282534,0.00002071998,0.004166803,0.9639389,0.00006972105,0.0001810661,0.003725053,0.01793118,0.00677344],"study_design_scores_gemma":[0.000005022341,0.00007669949,0.0008309445,0.0005153228,0.00001246743,0.004681377,0.9675598,0.00004875879,0.00005723489,0.001017954,0.02516186,0.00003253951],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4836757,0.03129275,0.003369971,0.4256001,0.008181104,0.00017614,0.0001613595,0.0001266314,0.04741624],"genre_scores_gemma":[0.9183289,0.01826191,0.001635983,0.0507572,0.0009897258,0.0001289301,0.0000503027,0.00006038656,0.009786632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888535,"threshold_uncertainty_score":0.0338217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068298507296728,"score_gpt":0.3927141092400489,"score_spread":0.3720311241670816,"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."}}