{"id":"W2790319543","doi":"10.1111/hdi.12642","title":"Postdialysis recovery time is extended in patients with greater self‐reported depression screening questionnaire scores","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Depression (economics); Hemodialysis; Physical therapy; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002633444,0.0002376473,0.0003930614,0.0007356228,0.00009075899,0.00008688874,0.0001698541,0.00009032775,0.001692302],"category_scores_gemma":[0.0001146232,0.0001757542,0.0002417151,0.0004929407,0.00007944046,0.0002514672,0.0001192024,0.0001122333,0.0002106044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745214,"about_ca_system_score_gemma":0.00005546108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008362975,"about_ca_topic_score_gemma":0.00002397216,"domain_scores_codex":[0.9976454,0.00007132086,0.0005090231,0.0005793021,0.0009435966,0.0002513073],"domain_scores_gemma":[0.9987291,0.00002255932,0.0002392075,0.000416315,0.0004422194,0.0001506045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001616686,0.000773966,0.9715058,0.00001498706,0.002082958,0.0000555566,0.0002526962,0.00003984378,0.00009303843,0.00001614606,0.001969673,0.0215787],"study_design_scores_gemma":[0.003106529,0.000198679,0.9878124,0.0003506856,0.0009505136,0.000004003121,0.00001151421,0.00603629,0.0008081873,0.00006422328,0.0004308862,0.0002260613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991051,0.00002445394,0.001668071,0.0004585583,0.000178904,0.0003277115,0.00002115745,0.00009376503,0.006176445],"genre_scores_gemma":[0.9944206,0.00001174741,0.002570992,0.0009029467,0.0003413128,0.00003643179,0.0004524514,0.00003090635,0.001232564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135264,"threshold_uncertainty_score":0.9992203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008214202214919681,"score_gpt":0.2438908262325863,"score_spread":0.2356766240176666,"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."}}