{"id":"W3048755826","doi":"10.1037/rep0000359","title":"Mediational models of pain, mental health, and functioning in individuals with burn injury.","year":2020,"lang":"en","type":"article","venue":"Rehabilitation Psychology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Mental health; Psychology; Burn injury; Clinical psychology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352969,0.00007697171,0.0002329204,0.0001666371,0.00002724984,0.000003683684,0.00003132082,0.00004766479,0.00007628439],"category_scores_gemma":[0.0002067987,0.00006629999,0.00002465101,0.0002595962,0.00009820293,0.0001092279,0.0000140926,0.0001015404,0.000003005529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002406398,"about_ca_system_score_gemma":0.00004143173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007071805,"about_ca_topic_score_gemma":0.000004423232,"domain_scores_codex":[0.9990318,0.000137575,0.0003297672,0.0002159567,0.0001697075,0.0001152303],"domain_scores_gemma":[0.9994635,0.000189989,0.0001154775,0.00009033894,0.00004772432,0.00009296301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000634687,0.0001359788,0.9593456,0.0002533327,0.00005517614,6.111374e-7,0.01053332,0.00005654297,0.0001446807,0.005683442,0.008045127,0.01511155],"study_design_scores_gemma":[0.005708637,0.00843562,0.9618182,0.0001355642,0.00002066669,0.000006260331,0.004428078,0.002029007,0.00001123697,0.00513403,0.01211059,0.0001621358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8424886,0.0003415279,0.003621172,0.1517738,0.00008555843,0.000623079,0.00001150641,0.00003286202,0.001021839],"genre_scores_gemma":[0.9800921,0.00005532971,0.008356714,0.01132731,0.00003818397,0.00002588527,0.00006183536,0.000009698587,0.00003295283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404465,"threshold_uncertainty_score":0.2703635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244278804747426,"score_gpt":0.3290663192998936,"score_spread":0.304638438825151,"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."}}