{"id":"W4283807190","doi":"10.4269/ajtmh.21-0860","title":"Call for Consensus in the Evaluation of Circulating Matrix Metalloproteinases in Chagas Disease","year":2022,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Chagas disease; Trypanosoma cruzi; Matrix metalloproteinase; Biomarker; Disease; Cardiomyopathy; Medicine; Heart failure; Immunology; Internal medicine; Biology; Genetics; Parasite hosting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1438961,0.001508975,0.007220229,0.007677084,0.004845819,0.01410152,0.01776022,0.04190088,0.005327986],"category_scores_gemma":[0.1595944,0.001374586,0.005305243,0.00490263,0.01628686,0.01788469,0.0105637,0.04021659,0.005790987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005713476,"about_ca_system_score_gemma":0.01920438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523653,"about_ca_topic_score_gemma":0.004038256,"domain_scores_codex":[0.8792399,0.05437695,0.02720987,0.01007404,0.02453227,0.004566916],"domain_scores_gemma":[0.6429157,0.1796009,0.01040302,0.01837898,0.1247209,0.02398057],"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":[0.000476121,0.0004832671,0.004074253,0.01474413,0.0003504396,0.00159907,0.003708689,0.0005474857,0.002273733,0.01844298,0.529305,0.4239948],"study_design_scores_gemma":[0.0001996503,0.0003249597,0.007116116,0.03819631,0.0004071886,0.002874025,0.009839391,0.0008251592,0.001304737,0.07754245,0.8609336,0.0004363554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001108524,0.143603,0.005218664,0.7814008,0.06588414,0.000119125,0.0001965547,0.0002050434,0.002264125],"genre_scores_gemma":[0.03489416,0.1954879,0.05046692,0.5991662,0.1127339,0.0008601394,0.001109138,0.0003869393,0.004894716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1438961,"threshold_uncertainty_score":0.7610047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796812275648138,"score_gpt":0.4038272316407868,"score_spread":0.324146004075973,"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."}}