{"id":"W4391384613","doi":"10.1136/bjsports-2023-concussion.57","title":"3.17 Longitudinal changes in depressive symptoms among adolescents with acute sport-related concussion or fracture injury","year":2024,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Patient Health Questionnaire; Depression (economics); Internal medicine; Concussion; Physical therapy; Cohort; Cohort study; Poison control; Injury prevention; Depressive symptoms; Psychiatry; Anxiety; Emergency medicine","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":[0.0007181389,0.0002133401,0.0002213801,0.0004654794,0.0003134786,0.0004707292,0.0003461079,0.0004253312,0.002231573],"category_scores_gemma":[0.001513306,0.0002459304,0.0007712447,0.0005122203,0.0001142879,0.0003201484,0.000352988,0.0003870248,0.0003395278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733204,"about_ca_system_score_gemma":0.0004093787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065278,"about_ca_topic_score_gemma":0.01218229,"domain_scores_codex":[0.9996235,0.00008599018,0.00004988038,0.00008496405,0.00005990557,0.00009562354],"domain_scores_gemma":[0.9991127,0.00006013499,0.0004458974,0.00004963742,0.0001746384,0.0001570173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008323324,0.00003165577,0.9988075,0.000006447035,0.00003447088,0.00001392497,0.00001453068,0.00001030776,0.0000508249,0.000003100758,0.00007570035,0.0008683099],"study_design_scores_gemma":[0.0000094286,0.00009994698,0.9996101,0.000006278987,0.00002090935,0.00005798572,0.00005027534,0.00005239067,0.0000392345,0.00000415081,0.00004828757,0.000001018405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981204,0.000214296,0.00006408856,0.0000500294,0.0000081608,0.00002800444,0.001140821,0.00000486763,0.0003692083],"genre_scores_gemma":[0.9983066,0.00008197995,0.0001111713,0.00003821103,0.000008368248,0.00003314249,0.001159747,0.000001293856,0.000259569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065278,"threshold_uncertainty_score":0.02118152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238999277492787,"score_gpt":0.3322258145312889,"score_spread":0.3083258867820102,"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."}}