{"id":"W3118931888","doi":"10.1016/j.chom.2020.12.015","title":"Hiding in Plain Sight","year":2021,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Schistosoma mansoni; Biology; Host (biology); Schistosoma; Transmission (telecommunications); Zoology; Ecology; Schistosomiasis; Helminths; Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001054393,0.0004386104,0.0006220061,0.0003320157,0.0001711049,0.00006260583,0.0004140759,0.001667895,0.006590484],"category_scores_gemma":[0.00002856612,0.0004528518,0.0002803329,0.0002174076,0.0001121933,0.00008095768,0.0001937395,0.003480418,0.005456374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883012,"about_ca_system_score_gemma":0.0001420303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003085676,"about_ca_topic_score_gemma":0.0001149793,"domain_scores_codex":[0.9978093,0.0002585728,0.0004807549,0.0006780478,0.00003342884,0.000739902],"domain_scores_gemma":[0.9988614,0.0003142741,0.0002082157,0.0005323971,0.00006592392,0.00001774869],"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":[0.000008068577,0.00005482983,0.0001866311,0.00004859536,0.00005401017,0.0004339309,0.000174952,5.692756e-7,0.4276096,0.000004410342,0.5713478,0.00007665083],"study_design_scores_gemma":[0.0004937144,0.00002990168,0.000150482,0.0001948021,0.00005199268,0.0002190837,0.00008143589,3.32981e-7,0.1665216,0.000007623004,0.8318504,0.0003985864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1393572,0.114717,0.0001647767,0.5744088,0.02267685,0.00173206,0.001824989,0.0004798394,0.1446385],"genre_scores_gemma":[0.02682692,0.001170629,0.0001943604,0.5324695,0.001767241,0.0001028933,0.01127742,0.0002187487,0.4259724],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2813339,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521052993905092,"score_gpt":0.248293350091196,"score_spread":0.233082820152145,"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."}}