{"id":"W4308683431","doi":"10.1176/appi.neuropsych.20220073","title":"Attachment and Clinical Outcomes Among Treatment-Seeking Adults With Persistent Symptoms After Mild Traumatic Brain Injury","year":2022,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Traumatic brain injury; Medicine; Psychiatry; Psychology; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007416942,0.0002704413,0.0007350522,0.0003291355,0.000184373,0.00004827764,0.0001913108,0.00005810799,0.0002747997],"category_scores_gemma":[0.00009017318,0.000179786,0.0005480603,0.0002395558,0.0001892236,0.000130573,0.00009669744,0.0009098397,0.000004561971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957238,"about_ca_system_score_gemma":0.0002328443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000161765,"about_ca_topic_score_gemma":0.00001608581,"domain_scores_codex":[0.9967865,0.0004543326,0.001053892,0.0003244561,0.001015952,0.0003649142],"domain_scores_gemma":[0.9981842,0.0004000445,0.0005004813,0.0003909469,0.00009664683,0.0004276999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004346209,0.001306083,0.9827697,0.0001211789,0.0009487118,0.0003678666,0.001243537,0.000009008406,0.00001169328,0.000004466549,0.001161522,0.007710018],"study_design_scores_gemma":[0.007521776,0.02150057,0.9652099,0.0002841853,0.0005226352,0.001429158,0.002439602,0.0002174034,0.000001134788,0.000007747084,0.0007034352,0.0001624746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905258,0.0003502424,0.00001543792,0.007622738,0.0006993655,0.0005658049,0.00001658933,0.00002282759,0.0001811376],"genre_scores_gemma":[0.9962341,0.00005811745,0.0009710817,0.001853636,0.000261176,0.0000343005,0.000002577162,0.00005652218,0.0005284717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019449,"threshold_uncertainty_score":0.733146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237849429280688,"score_gpt":0.3659617153169415,"score_spread":0.3135832210241346,"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."}}