{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002675961,0.0008755278,0.001045784,0.0005538909,0.004218355,0.004035215,0.0009704294,0.03966514,0.007274046],"category_scores_gemma":[0.01005057,0.0005605475,0.0007966464,0.0003147568,0.005304033,0.004551492,0.002249073,0.03488832,0.003972513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003137998,"about_ca_system_score_gemma":0.001986433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007569972,"about_ca_topic_score_gemma":0.01668093,"domain_scores_codex":[0.9981419,0.0006761702,0.0001436104,0.0003408997,0.0003722081,0.0003251967],"domain_scores_gemma":[0.9954259,0.002574587,0.0004091896,0.0002340564,0.0005147186,0.0008415931],"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":[0.00008022231,0.0000254136,0.000561918,0.00007861585,0.00003262761,0.001841597,0.0003774126,0.0000442604,0.0002189003,0.01113682,0.9675037,0.01809864],"study_design_scores_gemma":[0.00008997621,0.00006203691,0.0008336893,0.0002336431,0.00002646446,0.001757155,0.0004690771,0.0001525502,0.0001070339,0.01712875,0.9791046,0.00003491198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004189363,0.008062816,0.0001331477,0.96542,0.02145138,0.000006342954,0.00001824411,0.00002082239,0.004468179],"genre_scores_gemma":[0.004665323,0.002248776,0.0001176954,0.9432737,0.04085928,0.00001675588,0.00000798642,0.00001204423,0.008798467],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03966514,"threshold_uncertainty_score":0.02433407,"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."}}