{"id":"W2047009583","doi":"10.1038/nmeth1107-893","title":"Pathogens on aspirin: promising research and therapeutic applications","year":2007,"lang":"en","type":"letter","venue":"Nature Methods","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computational biology; Aspirin; Biology; Computer science; Medicine; Data science; Biochemistry","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001371371,0.0002397978,0.0002078067,0.0002212264,0.000200619,0.00006584729,0.0002695802,0.001810412,0.00001424898],"category_scores_gemma":[0.00009535463,0.0001985675,0.00008921874,0.0002386686,0.0001925672,0.000001063276,0.0001479239,0.003316371,0.0000112318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000712326,"about_ca_system_score_gemma":0.0001459389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741909,"about_ca_topic_score_gemma":0.00001438425,"domain_scores_codex":[0.997592,0.000542368,0.0001462636,0.0007301331,0.0004394131,0.000549836],"domain_scores_gemma":[0.9987163,0.000208046,0.00005388273,0.0007027039,0.0002238907,0.00009518546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002472585,0.0001453454,0.0001473506,0.000254667,0.0004722459,0.0001506298,0.00002684979,4.52771e-7,0.1019927,0.0001522405,0.4002569,0.4961533],"study_design_scores_gemma":[0.0002636632,0.0004252512,0.0001191727,0.00002877425,0.00001959574,0.00002455879,0.000004191209,0.000001078618,0.05180971,0.001146801,0.9459893,0.0001678939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01017132,0.244552,0.05076629,0.5984774,0.001556282,0.01347936,0.00123119,0.0002140081,0.07955216],"genre_scores_gemma":[0.007889734,0.003777985,0.152719,0.7771647,0.02128355,0.002168866,0.004491088,0.0004969063,0.03000816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5457324,"threshold_uncertainty_score":0.9994854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08789780888085987,"score_gpt":0.5123135747856051,"score_spread":0.4244157659047453,"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."}}