{"id":"W3138264612","doi":"10.46747/cfp.6703183","title":"Using the PHQ-9 to identify and manage depressive symptoms in patients with sport-related concussion","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; The Wilson Centre; Carleton University; University of Toronto","funders":"","keywords":"Concussion; Panic; Medicine; Patient Health Questionnaire; Mental health; Suicide prevention; Psychiatry; Injury prevention; Poison control; Anxiety; Psychology; Depressive symptoms; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0000917684,0.0001448108,0.00024905,0.0001996587,0.0001298666,0.00005544346,0.0001108302,0.00006766686,0.000008161427],"category_scores_gemma":[0.00002031043,0.0001043081,0.00002995497,0.000683571,0.000105054,0.00009499049,0.00004690366,0.0002732262,0.00002123239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810997,"about_ca_system_score_gemma":0.0003992581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004898183,"about_ca_topic_score_gemma":0.004410328,"domain_scores_codex":[0.9986993,0.00004783,0.0001899256,0.0003216756,0.0003106206,0.0004306329],"domain_scores_gemma":[0.9989381,0.00003376884,0.00004443789,0.0004015595,0.0001325369,0.00044963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002910033,0.0002179618,0.8990279,0.0001811317,0.0004670383,0.001752067,0.002283324,0.000141872,0.004340227,0.0008292597,0.003839984,0.08662824],"study_design_scores_gemma":[0.001333812,0.00007607978,0.995532,0.0004456354,0.00005333145,0.000002701908,0.0007886812,0.0001774324,0.000217301,0.00005941011,0.00117298,0.0001406572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988664,0.0001372509,0.000008831811,0.0005904398,0.00008834693,0.000655256,0.00002816662,0.0000132084,0.009814466],"genre_scores_gemma":[0.9871517,0.00000194233,0.0000770097,0.01243808,0.00003668881,0.00001457402,0.00004938555,0.00003325585,0.0001973299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09650408,"threshold_uncertainty_score":0.740462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985906061941768,"score_gpt":0.3023911310135377,"score_spread":0.27253207039412,"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."}}