{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008865,0.0002390248,0.0003698057,0.0003352402,0.000336314,0.0005481022,0.0002451293,0.0003604237,0.003151523],"category_scores_gemma":[0.002256126,0.000171234,0.0004639438,0.0004832945,0.0001640396,0.0003138758,0.0003054039,0.0008005729,0.0003547169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591612,"about_ca_system_score_gemma":0.0001901026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024887,"about_ca_topic_score_gemma":0.003026593,"domain_scores_codex":[0.9996649,0.00007829774,0.00005802413,0.00007346432,0.00005681357,0.00006844645],"domain_scores_gemma":[0.9975798,0.0004655721,0.001385873,0.00009447055,0.0001496618,0.0003247845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202284,0.00002672953,0.9981268,0.000009393157,0.00003077921,0.0001118842,0.00004974404,0.0000246487,0.0001705226,0.000007415032,0.0001015889,0.001220257],"study_design_scores_gemma":[0.000004758539,0.00006508306,0.999216,0.000006211877,0.00001713192,0.0003678664,0.00006022144,0.0001406584,0.00003023894,0.00001064623,0.0000783427,0.000002745194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989185,0.0003019209,0.000104141,0.00007386974,0.000009545813,0.00000702734,0.0001989041,0.000005784259,0.000380289],"genre_scores_gemma":[0.9995862,0.00005833475,0.00006022928,0.00002922494,0.000006888518,0.000003677985,0.0001273095,9.121787e-7,0.0001272404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003151523,"threshold_uncertainty_score":0.01054293,"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."}}