{"id":"W4319827824","doi":"10.1007/s11910-023-01251-9","title":"Management of Psychological Complications Following Mild Traumatic Brain Injury","year":2023,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Traumatic brain injury; Neurology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007755458,0.0008792074,0.00205859,0.002026657,0.0002516564,0.001116546,0.001281821,0.00110859,0.002107302],"category_scores_gemma":[0.001877383,0.0002384664,0.000739912,0.001683227,0.000473062,0.0008556357,0.0007116646,0.001558468,0.0005919433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115326,"about_ca_system_score_gemma":0.0008563089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373129,"about_ca_topic_score_gemma":0.002754912,"domain_scores_codex":[0.999697,0.00007111188,0.00007226501,0.00004316413,0.00009159868,0.00002492042],"domain_scores_gemma":[0.9993642,0.0003926574,0.0001342932,0.00001025379,0.00006721696,0.00003146819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000134709,0.00006307106,0.0002489939,0.03224504,0.0002225579,0.0002590035,0.00004611065,0.0001960745,0.0003212061,0.000412943,0.00935032,0.9565],"study_design_scores_gemma":[0.0004348201,0.0008506009,0.01100388,0.09135836,0.003465502,0.01094492,0.0004809668,0.0004641555,0.00089511,0.003578019,0.8763855,0.0001380798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007751121,0.9996052,0.00003663312,0.00006087424,0.0000554712,0.000002888235,0.000005014702,0.000002024137,0.0001544264],"genre_scores_gemma":[0.0008031878,0.998725,0.0001087156,0.0001338658,0.0001297313,0.000004767785,0.00001401989,6.155049e-7,0.00007997498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002107302,"threshold_uncertainty_score":0.00704962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4608084837023982,"score_gpt":0.5352432610584448,"score_spread":0.07443477735604659,"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."}}