{"id":"W7083312032","doi":"10.5281/zenodo.17200353","title":"Intrauterine Autologous PBMC Therapy: Effects on Endome-trial Immunity and IVF Success in Repeated Implantation Failure","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Peripheral blood mononuclear cell; Immune system; Immunity; In utero; Cell mediated immunity; Antibody; Cellular immunity; Immunotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.001195726,0.002383861,0.001927856,0.001537337,0.0005787387,0.001617109,0.002490971,0.002525773,0.01654881],"category_scores_gemma":[0.003363406,0.0004032493,0.001968413,0.001552537,0.0004733212,0.0005083414,0.001443997,0.001252089,0.0187268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047823,"about_ca_system_score_gemma":0.001272717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569184,"about_ca_topic_score_gemma":0.03669657,"domain_scores_codex":[0.9992293,0.0001432515,0.00009328044,0.0002640936,0.0001584417,0.00011169],"domain_scores_gemma":[0.9988291,0.0004897021,0.0001326355,0.0002577941,0.0001813904,0.0001094892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001014367,0.000253159,0.01061131,0.003104311,0.0003578985,0.0003087597,0.00006008835,0.003138458,0.0009167794,0.0003892773,0.958025,0.02182062],"study_design_scores_gemma":[0.002004848,0.000579378,0.08609709,0.002759266,0.0009899699,0.00194298,0.0003966381,0.01403929,0.005558309,0.004110816,0.8812066,0.0003147141],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003368506,0.0005873177,0.0002438568,0.0001644807,0.00009136163,0.00003619619,0.9944471,0.0004154117,0.000645751],"genre_scores_gemma":[0.003389044,0.0001671298,0.0006084308,0.0000814114,0.00001735244,0.0001148078,0.9948914,0.00003914254,0.0006912707],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01654881,"threshold_uncertainty_score":0.05536127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385387937566542,"score_gpt":0.2515934414224075,"score_spread":0.2377395620467421,"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."}}