{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333457,0.0003946488,0.0004653035,0.0006074399,0.0005438347,0.0005320946,0.0003092758,0.0004202558,0.0007323355],"category_scores_gemma":[0.0023805,0.0002396114,0.0004937149,0.000673513,0.000213487,0.0005214829,0.0003959908,0.0007357632,0.000360714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298146,"about_ca_system_score_gemma":0.0003331774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214755,"about_ca_topic_score_gemma":0.003258026,"domain_scores_codex":[0.9995583,0.0001334355,0.00006232691,0.00007257245,0.0001155232,0.0000578202],"domain_scores_gemma":[0.997724,0.0002473203,0.001101856,0.0002168004,0.0003779149,0.0003321223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513045,0.0005574109,0.9913455,0.0000225141,0.00006192084,0.00003674374,0.00008932414,0.00004345024,0.0006394213,0.000007305892,0.0001085601,0.005574766],"study_design_scores_gemma":[0.00003957417,0.002385925,0.9967752,0.000004937197,0.000034906,0.000137696,0.00003264242,0.0001187739,0.0003134992,0.000008193139,0.0001447076,0.000003893119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998381,0.0002861774,0.0001934983,0.00002181957,0.000005223758,0.0001309164,0.0004096573,0.000008355441,0.0005632922],"genre_scores_gemma":[0.9983261,0.0001917655,0.0003460573,0.00004042497,0.00001221689,0.00008706391,0.0007574956,0.000001863195,0.000236992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214755,"threshold_uncertainty_score":0.007052124,"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."}}