{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006516822,0.001515684,0.0008276559,0.001180629,0.001282998,0.002121825,0.002311958,0.001207464,0.01248118],"category_scores_gemma":[0.02341074,0.0008193287,0.002079136,0.0008665625,0.001507816,0.00251861,0.003319415,0.003360596,0.0006481922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241794,"about_ca_system_score_gemma":0.004024873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137059,"about_ca_topic_score_gemma":0.01826998,"domain_scores_codex":[0.9955753,0.003184419,0.000105982,0.0003909002,0.0002780324,0.0004653251],"domain_scores_gemma":[0.9893935,0.007453718,0.0009952475,0.0007673624,0.0006203484,0.0007698039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290942,0.002524413,0.8987629,0.0006912115,0.005760189,0.0009451548,0.006828642,0.001828483,0.0004792665,0.03325589,0.005279305,0.04235366],"study_design_scores_gemma":[0.0007786672,0.002066643,0.8367999,0.001886533,0.006637692,0.002158878,0.01219457,0.02666993,0.000713694,0.1034469,0.006540691,0.0001058594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256085,0.008685046,0.009599512,0.02653361,0.0007729835,0.0007187854,0.002531578,0.0001897016,0.02536037],"genre_scores_gemma":[0.9899688,0.002424312,0.003033487,0.0006629904,0.0001277187,0.0005877961,0.0006752516,0.00001781453,0.002501899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137059,"threshold_uncertainty_score":0.04249239,"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."}}