{"id":"W4323313816","doi":"10.3390/cancers15051615","title":"First-Line Immunotherapy with Check-Point Inhibitors: Prospective Assessment of Cognitive Function","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Cancer Center, University of Kansas","keywords":"Neurocognitive; Montreal Cognitive Assessment; Medicine; Prospective cohort study; Cognition; Effects of sleep deprivation on cognitive performance; Cognitive test; Confounding; Biomarker; Prospective memory; Internal medicine; Oncology; Cognitive impairment; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714251,0.0002131483,0.0003949366,0.0001976382,0.000118177,0.000008186044,0.00003683886,0.00006691524,0.0002087063],"category_scores_gemma":[0.00007076753,0.0001713849,0.00009780794,0.000867117,0.0002611317,0.0001022824,0.00003155721,0.0002389547,0.00002329159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663088,"about_ca_system_score_gemma":0.0007098927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369572,"about_ca_topic_score_gemma":0.0001436598,"domain_scores_codex":[0.9986768,0.00002270159,0.0002723587,0.0003444722,0.0003963073,0.0002873243],"domain_scores_gemma":[0.9989657,0.0001279071,0.0001867501,0.0001525688,0.0004947852,0.0000722422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04365635,0.001256581,0.7587608,0.002246653,0.02248792,0.000350452,0.02361811,0.009769898,0.01969949,0.0008032102,0.03992904,0.07742146],"study_design_scores_gemma":[0.01882765,0.01044555,0.9379002,0.003963848,0.0009413083,0.00002251661,0.009933588,0.001438649,0.01373033,0.0002906446,0.002018507,0.0004871341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783257,0.0008317357,0.002835794,0.001539194,0.0007842971,0.002824367,0.00009756602,0.0003568699,0.01240448],"genre_scores_gemma":[0.9968779,0.0008239158,0.00007028774,0.0003048374,0.0002758987,0.0005443495,0.00005404012,0.00004573806,0.001003002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791394,"threshold_uncertainty_score":0.6988872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597706338179332,"score_gpt":0.3032162071577386,"score_spread":0.2872391437759452,"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."}}