{"id":"W4402893371","doi":"10.1016/j.watres.2024.122532","title":"Urban wastewater contains a functional human antibody repertoire of mucosal origin","year":2024,"lang":"en","type":"article","venue":"Water Research","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; University of Ottawa; Toronto Metropolitan University; Children's Hospital of Eastern Ontario","funders":"","keywords":"Wastewater; Repertoire; Antibody; Chemistry; Computational biology; Biology; Environmental science; Environmental engineering; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.001008316,0.0001129441,0.0001987863,0.0005044071,0.0001725879,0.00007094097,0.00008636004,0.0001206537,0.0004920244],"category_scores_gemma":[0.000105459,0.00007096704,0.0001014942,0.0003182781,0.0001824144,0.00009284898,0.0001027491,0.0007467144,0.0004556102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068793,"about_ca_system_score_gemma":0.0001077766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312362,"about_ca_topic_score_gemma":0.00001637815,"domain_scores_codex":[0.9981139,0.0001119678,0.0002730056,0.0003540603,0.0006982446,0.0004488167],"domain_scores_gemma":[0.999299,0.00005357133,0.00001135984,0.0002957168,0.0002687654,0.00007158964],"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":[0.0001168631,0.00007805629,0.009246822,0.0002529688,0.00006947824,0.0003267214,0.0005020489,1.554508e-7,0.9831609,0.0007651532,0.005086481,0.0003943419],"study_design_scores_gemma":[0.0006033408,0.0003987744,0.001454154,0.0002280094,0.0000173036,0.0002019054,0.0001393063,0.000457867,0.9215956,0.0002244171,0.07459588,0.00008348309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890893,0.0002026659,0.00002496353,0.0008033981,0.0002742199,0.0002668989,0.000004583654,0.0001552439,0.009178782],"genre_scores_gemma":[0.9900067,0.000001924717,0.00004597459,0.0001117529,0.0005030183,0.00002563621,0.00004900953,0.00003604995,0.009219903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06950939,"threshold_uncertainty_score":0.5856099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522669025736102,"score_gpt":0.4308697369772964,"score_spread":0.2786028344036862,"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."}}