{"id":"W6976619819","doi":"10.60692/1njrm-bm247","title":"Additional file 4 of Tumor microenvironment remodeling after neoadjuvant immunotherapy in non-small cell lung cancer revealed by single-cell RNA sequencing","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Tumor microenvironment; Immunotherapy; Lung cancer; RNA; Cancer immunotherapy; DNA sequencing","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00149292,0.001368338,0.0014816,0.002211474,0.0009415873,0.002016153,0.001777239,0.001453149,0.8312651],"category_scores_gemma":[0.01509179,0.0006760655,0.001218949,0.002743322,0.0003133227,0.001459163,0.001051759,0.001102896,0.1607415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033423,"about_ca_system_score_gemma":0.001666374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005367083,"about_ca_topic_score_gemma":0.0105735,"domain_scores_codex":[0.9992925,0.00008898508,0.0001242472,0.0001981448,0.0001862538,0.0001098241],"domain_scores_gemma":[0.9868135,0.009763096,0.0006624529,0.000811993,0.001610623,0.0003383288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000698057,0.000137006,0.003185147,0.005279064,0.0001184964,0.000178484,0.00009462936,0.0009753527,0.001124559,0.0007206324,0.9750641,0.0124245],"study_design_scores_gemma":[0.006168977,0.0004927891,0.0502036,0.005214261,0.0004335691,0.001094573,0.0006045756,0.004681722,0.005247429,0.01377739,0.9117841,0.0002970296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001690719,0.00002518982,0.0003278973,0.00005558395,0.00002638273,0.00004194148,0.9984667,0.0004145475,0.0004726339],"genre_scores_gemma":[0.006352816,0.0001601109,0.003876292,0.0004235404,0.00008961465,0.001034114,0.9813266,0.001160927,0.005575921],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8312651,"threshold_uncertainty_score":0.2406798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252539902818199,"score_gpt":0.1811596605503183,"score_spread":0.1686342615221363,"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."}}