{"id":"W2072362958","doi":"10.1097/jtn.0b013e318275990d","title":"The Needs Experienced by Individuals and Their Loved Ones Following a Traumatic Brain Injury","year":2012,"lang":"en","type":"article","venue":"Journal of Trauma Nursing","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Institut National de la Santé et de la Recherche Médicale","keywords":"Health care; General partnership; Psychology; Occupational safety and health; Suicide prevention; Focus group; Traumatic brain injury; Poison control; Nursing; Perception; Injury prevention; Human factors and ergonomics; Medicine; Medical emergency; Psychiatry; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003906057,0.0003659331,0.0005787186,0.001094117,0.01020606,0.003176275,0.0009841622,0.001242691,0.001599751],"category_scores_gemma":[0.007333521,0.0003492721,0.0004082357,0.0008242229,0.005074049,0.002274093,0.004002908,0.001757583,0.0001683767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627723,"about_ca_system_score_gemma":0.007488955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06946141,"about_ca_topic_score_gemma":0.1367536,"domain_scores_codex":[0.9950845,0.002894663,0.000160705,0.0001563715,0.0004929039,0.001210826],"domain_scores_gemma":[0.9950421,0.001788187,0.0007504566,0.0001221366,0.0008623512,0.00143467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004916228,0.00005418713,0.01597646,0.0001110752,0.00001399944,0.0008762733,0.9754858,0.00002791403,0.0005121403,0.000427492,0.0006172074,0.005848375],"study_design_scores_gemma":[0.000001838283,0.00004495009,0.007462493,0.0000475469,0.000004932582,0.0001867256,0.9906509,0.00001729027,0.00005235873,0.000080905,0.00143828,0.00001175466],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963157,0.0003065682,0.000115121,0.00117162,0.00001765801,0.00003316913,0.00003407889,0.000003342986,0.002002836],"genre_scores_gemma":[0.9981853,0.0003784609,0.0001797074,0.0004583877,0.000006162576,0.00002917584,0.00002175015,0.000002611059,0.0007383898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06946141,"threshold_uncertainty_score":0.1381142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06589263707224627,"score_gpt":0.3775475404973478,"score_spread":0.3116549034251015,"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."}}