{"id":"W1579807191","doi":"10.1111/j.1537-2995.2012.03950.x","title":"Selective testing for <scp><i>Trypanosoma cruzi</i></scp>: the first year after implementation at <scp>C</scp>anadian <scp>B</scp>lood <scp>S</scp>ervices","year":2012,"lang":"en","type":"article","venue":"Transfusion","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Toronto; University of Ottawa","funders":"","keywords":"Trypanosoma cruzi; Chemistry; Parasite hosting; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002415324,0.0008773113,0.0008370291,0.0005820312,0.001845398,0.0002908743,0.0007632963,0.0005321918,0.0001235746],"category_scores_gemma":[0.00311879,0.0007271609,0.0005391398,0.001791256,0.0003428644,0.0009459819,0.0002235262,0.000989093,0.000692949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006255988,"about_ca_system_score_gemma":0.000470659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126028,"about_ca_topic_score_gemma":0.006830316,"domain_scores_codex":[0.9932837,0.000251871,0.00109448,0.001210662,0.001387316,0.002771999],"domain_scores_gemma":[0.9895505,0.006652569,0.0003937437,0.001222772,0.0008505439,0.001329897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007740152,0.001565558,0.2233047,0.001311861,0.0009891306,0.00004030375,0.04058499,0.00002314202,0.5129925,0.001119052,0.210433,0.007558401],"study_design_scores_gemma":[0.003686813,0.001044689,0.6076045,0.000206141,0.000469623,0.0001189481,0.01211074,0.0001430144,0.05383869,0.0003349113,0.3203536,0.00008831659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704671,0.002178301,0.0009130816,0.001516833,0.0005037502,0.004940844,0.0008552729,0.0004058011,0.018219],"genre_scores_gemma":[0.9832802,0.0007809224,0.002042357,0.001712634,0.001921987,0.002070665,0.0007004677,0.0002840947,0.007206687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591538,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715813312092072,"score_gpt":0.2986117044581767,"score_spread":0.271453571337256,"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."}}