{"id":"W4297878040","doi":"10.1016/j.critrevonc.2022.103822","title":"Blood-based biomarkers of cancer-related cognitive impairment in non-central nervous system cancer: A scoping review","year":2022,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health; University Health Network; Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"National Institutes of Health; University of Toronto; National Institute of Nursing Research; Oncology Nursing Foundation","keywords":"PsycINFO; Medicine; MEDLINE; Cancer; Extant taxon; Meta-analysis; Cognition; Systematic review; Breast cancer; Oncology; Bioinformatics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004776961,0.001373342,0.00620857,0.004728243,0.0003239244,0.002784062,0.001863797,0.002214162,0.003251235],"category_scores_gemma":[0.01689333,0.0006616987,0.00564173,0.004854458,0.0006451698,0.001859567,0.001186031,0.00197252,0.0004957044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285455,"about_ca_system_score_gemma":0.004083522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005895343,"about_ca_topic_score_gemma":0.01168789,"domain_scores_codex":[0.9984054,0.0003670727,0.000577607,0.0002516498,0.0003345829,0.00006369472],"domain_scores_gemma":[0.9907312,0.007260318,0.001080901,0.0001004082,0.0007546934,0.00007257037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004705235,0.00008475923,0.001689219,0.5719117,0.01095102,0.0001164725,0.0001304609,0.0002786096,0.0003344801,0.001060203,0.008818296,0.4041542],"study_design_scores_gemma":[0.0004851508,0.0004700826,0.01177972,0.7193617,0.07771853,0.0008654743,0.0004326483,0.0003434842,0.0006576842,0.002886693,0.1848156,0.0001834353],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006044666,0.999689,0.00003142647,0.00006247849,0.00005308948,0.000009738233,0.00003920076,0.000001388618,0.00005328009],"genre_scores_gemma":[0.0009931936,0.9984646,0.0001755564,0.0001976886,0.00006106198,0.00002356076,0.00004938398,8.751746e-7,0.00003414865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00620857,"threshold_uncertainty_score":0.02526325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113327747756361,"score_gpt":0.456384766114557,"score_spread":0.3852514886369934,"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."}}