{"id":"W4293783369","doi":"10.1007/978-1-0716-2736-5_4","title":"Flow Cytometry and Cell Cycle Analysis: An Overview","year":2022,"lang":"en","type":"review","venue":"Methods in molecular biology","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Flow cytometry; Cell cycle; Cytometry; Biology; Cell biology; Cell; Molecular biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001624434,0.000582053,0.001865409,0.0006530309,0.0000883567,0.00003320233,0.0006417703,0.0008659053,0.0001230219],"category_scores_gemma":[0.0001485426,0.000549823,0.0007749276,0.001150295,0.0001494564,0.000003050965,0.0004073726,0.0005855123,0.000002877504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004865188,"about_ca_system_score_gemma":0.0001517513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000531916,"about_ca_topic_score_gemma":0.00003330144,"domain_scores_codex":[0.9935058,0.003897749,0.0007344594,0.001262849,0.0001074958,0.0004915985],"domain_scores_gemma":[0.9984588,0.0001209012,0.0002657778,0.0009769318,0.00002618267,0.0001513987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002058768,0.0002039267,0.00009251112,0.001949108,0.0008146875,0.00004121235,0.00002522137,0.00009282696,0.02541133,0.0001079172,0.000009487127,0.9712312],"study_design_scores_gemma":[0.0003297191,0.0004175605,0.000005842332,0.0001045943,0.001849487,0.0000329902,0.00001553596,0.0003622226,0.001427115,0.0002798042,0.9944435,0.0007316055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009197128,0.7956985,0.203293,0.000003597239,0.0002366843,0.0003294037,0.00009495036,0.0000151719,0.0002367915],"genre_scores_gemma":[0.000007894025,0.7557176,0.2422051,0.0001839229,0.00007209907,0.0001185283,0.001569991,0.00007012318,0.0000546914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944341,"threshold_uncertainty_score":0.9996953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07939963333752834,"score_gpt":0.4366248082380208,"score_spread":0.3572251749004924,"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."}}