{"id":"W2947890261","doi":"10.2519/jospt.2019.8849","title":"Brain Drain: Psychosocial Factors Influence Recovery Following Mild Traumatic Brain Injury—3 Recommendations for Clinicians Assessing Psychosocial Factors","year":2019,"lang":"en","type":"article","venue":"Journal of Orthopaedic and Sports Physical Therapy","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Biopsychosocial model; Psychosocial; Medicine; Traumatic brain injury; Concussion; Occupational safety and health; Clinical psychology; Injury prevention; Poison control; Psychiatry; Physical therapy; Medical emergency; Pathology","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":[0.007884569,0.001656382,0.002333003,0.002755401,0.002360289,0.003385837,0.00289034,0.00672533,0.007840918],"category_scores_gemma":[0.02782602,0.0008317766,0.00287192,0.001307945,0.001238625,0.005640903,0.003032375,0.006066212,0.003378473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367745,"about_ca_system_score_gemma":0.009443374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007889356,"about_ca_topic_score_gemma":0.02464966,"domain_scores_codex":[0.9955416,0.002046289,0.001310164,0.0001851054,0.0006632928,0.0002535149],"domain_scores_gemma":[0.9833156,0.005943572,0.002189398,0.0004651316,0.005569326,0.002516979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003391141,0.0009419171,0.06221708,0.00917158,0.0001935823,0.002862057,0.001816921,0.0007549082,0.0006625152,0.002065668,0.4301255,0.4888493],"study_design_scores_gemma":[0.0009641467,0.001794664,0.2426706,0.1230697,0.001436252,0.008684897,0.02828084,0.004023517,0.001173568,0.02570214,0.5614541,0.0007456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01276228,0.1467899,0.007947456,0.7878153,0.0162558,0.004425337,0.001841532,0.0008405449,0.0213219],"genre_scores_gemma":[0.1702389,0.325546,0.1631735,0.2547145,0.03000356,0.02632896,0.005274229,0.0003136139,0.02440686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007889356,"threshold_uncertainty_score":0.0416981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338874155404456,"score_gpt":0.4233452683660965,"score_spread":0.329956526812052,"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."}}