{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002928344,0.0002281518,0.0002692562,0.0003466523,0.0001367637,0.0002215099,0.000113204,0.0002496314,0.001075649],"category_scores_gemma":[0.0006506032,0.00009147821,0.0001471412,0.0001744487,0.0001495601,0.00008454328,0.0001070949,0.0002752484,0.0001447385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079536,"about_ca_system_score_gemma":0.0001023857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000215865,"about_ca_topic_score_gemma":0.0001403051,"domain_scores_codex":[0.9998649,0.00007115185,0.00000994292,0.00001511049,0.00001866091,0.00002017679],"domain_scores_gemma":[0.9997835,0.00008468283,0.00006201008,0.00001149556,0.00001398969,0.00004444714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009839148,0.000510959,0.6438417,0.0005642644,0.0001592352,0.0120185,0.0007217313,0.0005427823,0.1993281,0.0002845244,0.001019326,0.1311696],"study_design_scores_gemma":[0.0003006678,0.006528625,0.9260969,0.000151027,0.0003073529,0.02245714,0.0005674677,0.002514249,0.03557783,0.000347553,0.005128495,0.00002269571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933366,0.005504706,0.0003815204,0.00006201787,0.00002101625,0.00001311611,0.00003930834,0.00001224025,0.0006295772],"genre_scores_gemma":[0.9991484,0.0004410324,0.0001412251,0.00002372687,0.00002821701,0.000009617831,0.00003310719,0.000001801285,0.00017284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075649,"threshold_uncertainty_score":0.003598452,"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."}}