{"id":"W3203670526","doi":"10.3390/curroncol28050339","title":"Cognitive Assessment Tools Recommended in Geriatric Oncology Guidelines: A Rapid Review","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Cognition; Medical physics; Oncology; Internal medicine; Cancer; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002362494,0.001171652,0.01005618,0.0009271071,0.0001143074,0.00002570147,0.0003241531,0.001013765,0.002894117],"category_scores_gemma":[0.005374202,0.0009932473,0.001521763,0.002090305,0.0002087975,0.0001118727,0.0006369051,0.003200437,0.0003438201],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007169303,"about_ca_system_score_gemma":0.0105783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155054,"about_ca_topic_score_gemma":0.00004637256,"domain_scores_codex":[0.9903488,0.002773233,0.003721722,0.001559509,0.0005414271,0.001055371],"domain_scores_gemma":[0.9922554,0.003296112,0.001806024,0.0006097617,0.001680553,0.0003521787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004709041,0.001542989,0.00002776983,0.04954249,0.0009159435,0.0005328057,0.00004073103,2.144175e-8,5.103087e-8,0.0000218716,0.1404431,0.8068852],"study_design_scores_gemma":[0.00340822,0.001661013,0.00003767736,0.2286317,0.009277324,0.0007913675,0.0001691708,0.000001994732,9.555913e-8,0.000008506444,0.7554276,0.000585306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001470909,0.962876,0.00006788008,0.004487274,0.005410939,0.008067459,0.0002778677,0.0001105928,0.01870057],"genre_scores_gemma":[7.712223e-7,0.9859886,0.0005342239,0.002909223,0.001501306,0.005490905,0.003101063,0.0001078268,0.0003660988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8062999,"threshold_uncertainty_score":0.9992518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.494523805804519,"score_gpt":0.591204221289026,"score_spread":0.09668041548450701,"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."}}