{"id":"W4319297059","doi":"10.3390/curroncol30020155","title":"Immunotherapy and Chemotherapy Versus Sleep Disturbances for NSCLC Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Immunotherapy; Lung cancer; Internal medicine; Oncology; Sleep (system call); Sleep disorder; Adverse effect; Cancer; Polysomnography; Insomnia; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002814536,0.00008293825,0.000238815,0.000182598,0.0002057181,0.0002090373,0.00006684465,0.0001984942,0.002013332],"category_scores_gemma":[0.001029929,0.00003498089,0.000200316,0.0002886417,0.000104649,0.0001760525,0.0001468778,0.0001762753,0.0001066797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122542,"about_ca_system_score_gemma":0.0002382526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003411854,"about_ca_topic_score_gemma":0.00102163,"domain_scores_codex":[0.9998409,0.00006489603,0.00002386249,0.00002708382,0.00002197232,0.00002140056],"domain_scores_gemma":[0.9995327,0.0001682914,0.0001836173,0.000007082182,0.0000205014,0.00008789571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006596819,0.0003401008,0.9578424,0.0002131051,0.000155804,0.0002240244,0.0001154377,0.0001234771,0.001195684,0.0000552855,0.0003660441,0.03277182],"study_design_scores_gemma":[0.0001612025,0.002674348,0.9950207,0.00003763096,0.00009950243,0.0004537453,0.0001159113,0.0001755285,0.0002079306,0.00006087208,0.0009887919,0.00000384566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947745,0.003831676,0.00006065498,0.0001673424,0.00002552712,0.00002296329,0.0001548978,0.000002291797,0.0009601351],"genre_scores_gemma":[0.9990607,0.0004971774,0.00005196649,0.00006852149,0.00002973477,0.00001798529,0.0001238531,4.092155e-7,0.0001497563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013332,"threshold_uncertainty_score":0.006735265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07984728438969074,"score_gpt":0.4018988018922087,"score_spread":0.3220515175025179,"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."}}