{"id":"W3119438916","doi":"10.1101/2021.01.06.425452","title":"Role of T cells in intrauterine administration of activated peripheral blood mononuclear cells in recurrent implantation failure","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Mitacs","keywords":"Peripheral blood mononuclear cell; Andrology; Medicine; Endometrium; Cytokine; Flow cytometry; Immunology; Embryo transfer; In vitro; Internal medicine; Biology; Embryo; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003884972,0.0003655879,0.0007823426,0.0003056574,0.00002970301,0.00002724862,0.0002910288,0.0006732235,0.0001092401],"category_scores_gemma":[0.00004373002,0.00040432,0.000116301,0.000403997,0.00009974436,0.000141488,0.0001850001,0.0006437263,0.000008251912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024335,"about_ca_system_score_gemma":0.0003807147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333538,"about_ca_topic_score_gemma":0.0000516464,"domain_scores_codex":[0.9974648,0.0004157185,0.000932714,0.0007793647,0.00007922416,0.0003282125],"domain_scores_gemma":[0.9981893,0.00004288886,0.0007118083,0.000726348,0.0002980149,0.00003165409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00018978,0.0005218725,0.00342938,0.0007157782,0.000158859,0.00002488521,0.0002091991,0.00008979301,0.9945605,0.00007483432,0.000009593871,0.00001552697],"study_design_scores_gemma":[0.0008926641,0.0001675085,0.07057142,0.001101113,0.0000516625,1.468169e-7,0.00007142961,0.000004940518,0.9266605,0.000002235707,0.0001717291,0.0003046837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943992,0.003697048,0.00002593233,0.00002411987,0.0008019454,0.0007206909,0.0002828085,0.00003923998,0.000009017665],"genre_scores_gemma":[0.9986413,0.0005852485,0.0005893194,0.000004552516,0.00004784819,0.00007702164,0.000006746463,0.00004414484,0.000003793005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06790003,"threshold_uncertainty_score":0.9998409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007535518187075358,"score_gpt":0.207706821552971,"score_spread":0.2001713033658956,"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."}}