{"id":"W3215131662","doi":"10.1016/j.cell.2021.10.026","title":"Over-celling fetal microbial exposure","year":2021,"lang":"en","type":"letter","venue":"Cell","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Biology; Fetus; Computational biology; Physiology; Genetics; Pregnancy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002877133,0.0004445606,0.0003790348,0.00004751115,0.0002017576,0.00008187549,0.0004299172,0.0007684743,0.01794102],"category_scores_gemma":[0.00002116632,0.0004930016,0.000206569,0.0001539718,0.0002087716,0.000134225,0.0004394497,0.002217848,0.006186062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010859,"about_ca_system_score_gemma":0.00004425134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116445,"about_ca_topic_score_gemma":0.0000262242,"domain_scores_codex":[0.9967373,0.0002405529,0.0003862144,0.001229475,0.000564495,0.0008419591],"domain_scores_gemma":[0.9988032,0.0001311068,0.0002144648,0.0007089087,0.000004961632,0.0001373876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002768799,0.00005870907,0.001331282,0.0001269491,0.00001341904,0.001223331,0.000229308,0.00008702458,0.05228387,1.002005e-7,0.9426973,0.001945867],"study_design_scores_gemma":[0.0003443473,0.00003234018,0.0007465929,0.00006216807,0.00004460931,0.00002021069,0.00003050286,0.00005935977,0.01471096,0.00002023343,0.9833739,0.0005548114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4615828,0.001607188,0.002369496,0.2426224,0.004553766,0.002250688,0.0003460943,0.000337065,0.2843305],"genre_scores_gemma":[0.02637044,0.00041783,0.001916656,0.9137464,0.004357913,0.00004666785,0.0008677338,0.0002446611,0.05203171],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.671124,"threshold_uncertainty_score":0.9997522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288761755540961,"score_gpt":0.2113076757093717,"score_spread":0.1984200581539621,"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."}}