{"id":"W4307968350","doi":"10.1530/rep-22-0150","title":"Immunomodulation for unexplained recurrent implantation failure: where are we now?","year":2022,"lang":"en","type":"review","venue":"Reproduction","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Montreal Children's Hospital; McGill University Health Centre; Université de Montréal; Ottawa Fertility Centre; McGill University","funders":"","keywords":"Implantation failure; Medicine; Immune system; Pregnancy; Intensive care medicine; Bioinformatics; Immunology; Infertility; Biology","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":[0.001035965,0.0005474763,0.001436088,0.0003442348,0.0005873073,0.00003907781,0.000286532,0.0004987173,0.0005832013],"category_scores_gemma":[0.0001538812,0.000491883,0.0006297203,0.000461922,0.00006230124,0.000229962,0.00009377579,0.0005638348,0.0003679582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032852,"about_ca_system_score_gemma":0.000153942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000242877,"about_ca_topic_score_gemma":0.00002171028,"domain_scores_codex":[0.9960063,0.0007219035,0.001019483,0.001755227,0.00009032168,0.0004067529],"domain_scores_gemma":[0.9967651,0.0001773511,0.001493016,0.001372924,0.000171781,0.00001983379],"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":[0.00007035568,0.00009826868,0.000005406408,0.01237947,0.0004578989,0.00000130606,0.0001881837,0.000006673678,0.0002665633,0.000226715,0.03489212,0.951407],"study_design_scores_gemma":[0.000434207,0.000220499,0.00001100562,0.004096915,0.0006713694,0.0006323103,0.0001441416,2.094247e-7,0.000119248,0.0002437808,0.9929307,0.0004956337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005853502,0.9853042,0.0003659629,0.0006422466,0.009406413,0.003613127,0.0003595139,0.0001946476,0.0001080731],"genre_scores_gemma":[0.00002523007,0.9814954,0.00009834825,0.000003251989,0.0009137001,0.002025955,0.005726102,0.0000953394,0.009616631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9580386,"threshold_uncertainty_score":0.9997533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06698116062316826,"score_gpt":0.3253579853336604,"score_spread":0.2583768247104922,"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."}}