{"id":"W4393216799","doi":"10.1101/2024.03.27.586912","title":"A panel of phenotypically and genotypically diverse bioluminescent:fluorescent <i>Trypanosoma cruzi</i> strains as a resource for Chagas disease research","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Drugs for Neglected Diseases initiative; Medical Research Council; Department for International Development; Bundesministerium für Bildung und Forschung","keywords":"Trypanosoma cruzi; Bioluminescence; Biology; Chagas disease; Microbiology; Virology; Ecology","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":[0.00117196,0.000797656,0.0005130962,0.0008856218,0.0003979909,0.0005865666,0.0007652704,0.0005191104,0.002963319],"category_scores_gemma":[0.000377359,0.0002870275,0.0005150806,0.0007025827,0.0003084836,0.0002970248,0.000757408,0.0009712462,0.001214193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800373,"about_ca_system_score_gemma":0.0003071519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136447,"about_ca_topic_score_gemma":0.00212403,"domain_scores_codex":[0.9991248,0.0002415152,0.0001123291,0.0001612286,0.0002397473,0.0001204143],"domain_scores_gemma":[0.9995333,0.00009248075,0.0001026988,0.00008449106,0.00009385608,0.00009319374],"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":[0.0001247936,0.00004809081,0.0004451935,0.00006233701,0.000009577119,0.00004308066,0.00002140325,0.0001920985,0.9962814,0.0002300699,0.0005577967,0.001984117],"study_design_scores_gemma":[0.00005896283,0.0007663309,0.003706924,0.00003229735,0.00005521562,0.0005098211,0.00006284161,0.001167566,0.9729222,0.0001319277,0.02054554,0.00004049474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934715,0.00432771,0.07365564,0.001349755,0.0002925534,0.0008103708,0.0150916,0.001231596,0.00976928],"genre_scores_gemma":[0.7775835,0.003919662,0.1588349,0.001067547,0.00007649632,0.001416469,0.04217429,0.0007268817,0.01420025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002963319,"threshold_uncertainty_score":0.009913266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001799505983209,"score_gpt":0.3150879739969969,"score_spread":0.2550699789371648,"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."}}