{"id":"W4367625667","doi":"10.1002/hbm.26321","title":"Associations between psychological resilience and metrics of white matter microstructure in pediatric concussion","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation","keywords":"White matter; Concussion; Psychology; Resilience (materials science); Psychological resilience; Clinical psychology; Developmental psychology; Poison control; Injury prevention; Medicine; Medical emergency; Social psychology; Magnetic resonance imaging; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001152235,0.0004257449,0.0005515584,0.0007132422,0.000304658,0.0003546577,0.0002904221,0.000372442,0.001001989],"category_scores_gemma":[0.003889886,0.0002724633,0.0005115279,0.0006009185,0.0004201352,0.0004550323,0.000385326,0.0004676504,0.00006977988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040452,"about_ca_system_score_gemma":0.0006279016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550823,"about_ca_topic_score_gemma":0.003811754,"domain_scores_codex":[0.9993274,0.0002267367,0.00007397783,0.0001605665,0.0001110908,0.0001001477],"domain_scores_gemma":[0.9979981,0.0003263555,0.001265865,0.00009102035,0.0001323726,0.0001862863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003780162,0.0006167776,0.980198,0.0003009041,0.0005339477,0.0001944977,0.000221753,0.0002723416,0.0008361435,0.00008678475,0.0001480065,0.01281064],"study_design_scores_gemma":[0.00008004913,0.001491957,0.9975025,0.00004073587,0.0001357808,0.0001457232,0.000102677,0.0001139033,0.0002142493,0.00002828562,0.0001387332,0.000005381858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986387,0.0009362616,0.000116636,0.00003546924,0.000006309044,0.00002752504,0.00009417654,0.000003134422,0.0001418379],"genre_scores_gemma":[0.999241,0.0003038679,0.0002326486,0.00001710488,0.00001031196,0.00004070562,0.00009007419,0.000001124313,0.00006318236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002550823,"threshold_uncertainty_score":0.006093681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038222520435933,"score_gpt":0.3910269784625552,"score_spread":0.2872047264189619,"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."}}