{"id":"W2911498049","doi":"10.1016/j.thromres.2019.01.004","title":"Bugs in the system","year":2019,"lang":"en","type":"letter","venue":"Thrombosis Research","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Trimethylamine N-oxide; Thrombosis; Medicine; Gastroenterology; Sepsis; Internal medicine; Stroke (engine); Venous thrombosis; Gut flora; Immunology; Biology; Biochemistry; Trimethylamine","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001726724,0.0001616295,0.0002194688,0.000157843,0.0002596446,0.0001643784,0.001151472,0.0003752573,0.005935098],"category_scores_gemma":[0.00004685892,0.0001029987,0.00008677503,0.0006013085,0.0002414814,0.0001149698,0.0002601662,0.003719213,0.03316372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367438,"about_ca_system_score_gemma":0.00002907324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009204755,"about_ca_topic_score_gemma":0.0004256607,"domain_scores_codex":[0.9962356,0.0009929864,0.0002134093,0.0004162245,0.001468815,0.0006729505],"domain_scores_gemma":[0.9980657,0.001021867,0.0000455396,0.0008271917,0.00001944345,0.00002025838],"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":[0.000002100892,0.00002111784,0.001912478,0.00005593731,0.000008682485,0.00006721482,0.0006003437,0.00001311264,0.0002533415,0.00004758846,0.9969239,0.0000942068],"study_design_scores_gemma":[0.00006747523,0.00005811773,0.01745039,0.0001007982,0.000005221674,0.0000196307,0.0003063237,0.0001469427,0.00002474772,0.00005259708,0.9816286,0.000139166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02949093,0.00002339695,0.000004413617,0.4280666,0.0005002193,0.0009100219,0.00002875637,0.00002932789,0.5409464],"genre_scores_gemma":[0.6136779,0.00006972739,0.00005431721,0.3514823,0.002710599,0.0003454011,0.0001225884,0.00008754824,0.03144971],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5841869,"threshold_uncertainty_score":0.9985793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476030948717598,"score_gpt":0.4100819502621219,"score_spread":0.2624788553903621,"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."}}