{"id":"W2155073284","doi":"10.1016/j.jad.2005.05.022","title":"The impact of major depression on outcome following mild-to-moderate traumatic brain injury in older adults","year":2006,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Ontario Neurotrauma Foundation","keywords":"Psychosocial; Depression (economics); Traumatic brain injury; Distress; Poison control; Population; Activities of daily living; Injury prevention; Medicine; Psychiatry; Psychology; Clinical psychology; Emergency medicine","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":[0.0006124452,0.0002260082,0.0004884031,0.0003540937,0.0005878032,0.0006796178,0.000328289,0.0005897558,0.0008736673],"category_scores_gemma":[0.004235386,0.0001492549,0.0007531665,0.0004019474,0.0003280181,0.0004483519,0.0005806565,0.0008378121,0.0001394759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344108,"about_ca_system_score_gemma":0.0005263527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010373,"about_ca_topic_score_gemma":0.02512658,"domain_scores_codex":[0.999586,0.0001227216,0.00005595843,0.00003154209,0.00007348123,0.000130151],"domain_scores_gemma":[0.997893,0.0003038027,0.0007091827,0.00005881265,0.0001970335,0.0008382014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002395,0.00023728,0.9942356,0.00002024362,0.000167544,0.0001695811,0.0001119588,0.00004163657,0.0001394617,0.00001649742,0.0001697641,0.00368805],"study_design_scores_gemma":[0.00001131599,0.0002472934,0.9993513,0.00000492953,0.00004577982,0.0000814821,0.0001461139,0.00004616665,0.00001510817,0.00001603243,0.00003131866,0.000003134554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989185,0.0003725373,0.00001351982,0.0001482273,0.00001769163,0.00000722417,0.00009126308,0.000001081149,0.000429885],"genre_scores_gemma":[0.9995845,0.000149393,0.00001264574,0.00004333497,0.00002081034,0.000002970745,0.00009496068,4.092352e-7,0.00009088438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010373,"threshold_uncertainty_score":0.02062523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199096429438033,"score_gpt":0.3761736350855614,"score_spread":0.354182670791181,"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."}}