{"id":"W2126420864","doi":"10.1097/00019442-200305000-00015","title":"Age and Major Depression After Mild Traumatic Brain Injury","year":2003,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Traumatic brain injury; Depression (economics); Medicine; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000374,0.00024555,0.0007323305,0.0005642749,0.00008095593,0.00004688868,0.0001737655,0.00008179801,0.0003508204],"category_scores_gemma":[0.0003520492,0.000188284,0.0002295966,0.0008005493,0.0003091829,0.0001554549,0.00003091372,0.0006289652,0.00002037028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572874,"about_ca_system_score_gemma":0.0004149344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760419,"about_ca_topic_score_gemma":0.000004896217,"domain_scores_codex":[0.9974757,0.0003346816,0.0008522096,0.0002598992,0.0006452543,0.0004322398],"domain_scores_gemma":[0.9981606,0.0002463402,0.0005617609,0.0003909616,0.000122116,0.0005182207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007582663,0.001680712,0.6878933,0.0009277546,0.001070175,0.0006837807,0.002742345,0.000002134717,0.002771942,0.0005150026,0.06576678,0.2283635],"study_design_scores_gemma":[0.006338887,0.005165257,0.9692226,0.0007586374,0.0005154007,0.003949434,0.003643016,0.0000143922,0.000195289,0.002367683,0.00731035,0.000519037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904364,0.002767319,0.0005285615,0.00371146,0.0006513516,0.0002855749,0.000006249701,0.0000212308,0.001591841],"genre_scores_gemma":[0.9595627,0.0001531013,0.03804326,0.001518187,0.0003904875,0.00001187761,0.000001001786,0.0000496685,0.0002696996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813294,"threshold_uncertainty_score":0.7677998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288883452376161,"score_gpt":0.3275646903747223,"score_spread":0.3046758558509607,"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."}}