{"id":"W4394297416","doi":"10.6084/m9.figshare.22617403","title":"Additional file 3 of Tumor microenvironment remodeling after neoadjuvant immunotherapy in non-small cell lung cancer revealed by single-cell RNA sequencing","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Tumor microenvironment; Immunotherapy; RNA; Cancer research; Cell; Lung cancer; Cancer immunotherapy; Cancer; Biology; Medicine; Oncology; Internal medicine; Gene; Tumor cells; Genetics","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":[0.001016306,0.0015921,0.001543263,0.001687754,0.0007415557,0.001972223,0.001878674,0.001852138,0.4070441],"category_scores_gemma":[0.008972471,0.0004865431,0.001491543,0.002437813,0.0003719156,0.00107839,0.001112132,0.001352215,0.07411948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030279,"about_ca_system_score_gemma":0.001814909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00670791,"about_ca_topic_score_gemma":0.01457445,"domain_scores_codex":[0.9994098,0.0000707333,0.00008367902,0.000232144,0.0001068408,0.0000967829],"domain_scores_gemma":[0.9955173,0.003026536,0.0003124706,0.0003951313,0.0005356264,0.0002129694],"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":[0.0004592015,0.00009557789,0.004907008,0.003944038,0.0001541072,0.0001266799,0.00004754722,0.0008328478,0.0006410872,0.0005232107,0.9821188,0.006149981],"study_design_scores_gemma":[0.005678119,0.0003247059,0.04010625,0.00286419,0.0005777545,0.001032561,0.0002631154,0.003146763,0.002701299,0.009130325,0.9340203,0.0001545668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001378429,0.0000313769,0.00007172367,0.00003310453,0.00001014169,0.00001368646,0.9994172,0.0001066922,0.0001782547],"genre_scores_gemma":[0.001913236,0.00007047164,0.0005950246,0.0001501715,0.00001818093,0.0002687168,0.9958741,0.00009774011,0.001012403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4070441,"threshold_uncertainty_score":0.8457795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958175438024741,"score_gpt":0.2615060547118234,"score_spread":0.241924300331576,"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."}}