{"id":"W2808742274","doi":"10.1002/pon.4800","title":"Work‐specific cognitive symptoms and the role of work characteristics, fatigue, and depressive symptoms in cancer patients during 18 months post return to work","year":2018,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"KWF Kankerbestrijding","keywords":"Cognition; Medicine; Checklist; Cancer; Cohort; Working memory; Clinical psychology; Psychiatry; Psychology; Internal medicine","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":[0.0002005306,0.0003147859,0.0007971053,0.0002369192,0.0001714559,0.00002025483,0.0001151052,0.0002222803,0.0001821503],"category_scores_gemma":[0.0003578387,0.0002417508,0.00006376717,0.0006441409,0.001056348,0.00007199922,0.0001932158,0.0004287898,0.00001524651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105985,"about_ca_system_score_gemma":0.00007063507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153379,"about_ca_topic_score_gemma":0.000118713,"domain_scores_codex":[0.9978907,0.0001921333,0.0005774176,0.0005833491,0.0002525736,0.0005038042],"domain_scores_gemma":[0.9979886,0.0006175098,0.0003643264,0.000224231,0.0006121808,0.0001930983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01549236,0.0003521644,0.8817957,0.00003111357,0.0004331823,0.00001332645,0.01814519,2.869021e-7,0.0002550724,0.000007622207,0.0004688052,0.08300515],"study_design_scores_gemma":[0.01209249,0.001352898,0.9800733,0.001747714,0.0002582348,0.000008100306,0.002173524,0.000003533888,0.0006052996,0.00005191955,0.001390769,0.0002422141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889361,0.004049341,0.00001249446,0.001334938,0.0007999295,0.00192519,0.00007204084,0.00003165027,0.002838311],"genre_scores_gemma":[0.9967842,0.001326771,0.00003123859,0.0007098571,0.0004644708,0.0004838597,0.0000200213,0.00004252999,0.0001371251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09827758,"threshold_uncertainty_score":0.9858311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366698844625981,"score_gpt":0.3071529344640171,"score_spread":0.2934859460177573,"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."}}