{"id":"W2325779473","doi":"10.1097/01.nurse.0000423961.53249.6a","title":"Tackling long-term consequences of concussion","year":2013,"lang":"en","type":"article","venue":"Nursing","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies","funders":"","keywords":"Concussion; Athletes; Term (time); Psychology; Medicine; Psychiatry; Physical medicine and rehabilitation; Physical therapy; Injury prevention; Poison control; Medical emergency","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000146161,0.00006536608,0.000183105,0.00008522452,0.00004267495,0.00001622494,0.0000654935,0.00005715026,0.0009781029],"category_scores_gemma":[0.0001383518,0.00004908786,0.00004051958,0.0001175452,0.0003951074,0.0000859838,0.000008800484,0.0001363556,0.00009803034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005654188,"about_ca_system_score_gemma":0.00008732992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002648019,"about_ca_topic_score_gemma":4.808741e-7,"domain_scores_codex":[0.9991644,0.00003720135,0.0002057454,0.0001218783,0.0002754843,0.0001952983],"domain_scores_gemma":[0.9994252,0.000114957,0.0000561381,0.0001827294,0.000118781,0.0001021923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008878025,0.0001678935,0.1358277,0.0002911103,0.00003686787,0.0000210229,0.00148421,0.000001077722,0.5962634,0.0005951392,0.002145203,0.2630775],"study_design_scores_gemma":[0.001313476,0.000403323,0.7495207,0.004115326,0.00004769955,0.0001967692,0.0008184686,0.0003405989,0.2417355,0.00134578,0.0000328981,0.0001294714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98439,0.0002055656,0.0003994666,0.002787524,0.0001309737,0.0003341502,8.941701e-7,0.00003610622,0.0117153],"genre_scores_gemma":[0.9971164,0.000006956433,0.002217544,0.00007895546,0.00006594313,0.000007598122,0.000004287145,0.0000109741,0.0004913684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613693,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07741649258417435,"score_gpt":0.3906687873295309,"score_spread":0.3132522947453565,"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."}}