{"id":"W2140187083","doi":"10.1503/cmaj.051057","title":"Pathogens fight back","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virulence; Microbiology; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127994,0.001706204,0.001239961,0.001178619,0.002444319,0.005551525,0.0009949869,0.003598467,0.03976743],"category_scores_gemma":[0.003533839,0.0005463705,0.00112313,0.0004995131,0.002818624,0.004832463,0.004847774,0.006764627,0.02283427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633932,"about_ca_system_score_gemma":0.002204323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174948,"about_ca_topic_score_gemma":0.001736473,"domain_scores_codex":[0.9981024,0.0002632896,0.00007392739,0.0003623474,0.0006839086,0.0005142728],"domain_scores_gemma":[0.9970565,0.000267697,0.000349285,0.0002943845,0.0008274508,0.001204671],"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":[0.001318206,0.0004033508,0.01201598,0.002140434,0.0005767251,0.002288606,0.003802772,0.0007375504,0.200762,0.1640396,0.2824704,0.3294443],"study_design_scores_gemma":[0.00007922963,0.0005883227,0.004045915,0.0004910677,0.0001075008,0.001880798,0.002266079,0.0002553979,0.01062276,0.02535482,0.9542357,0.00007242375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1362924,0.1688837,0.0376214,0.2064272,0.05095896,0.0004429403,0.00257441,0.003183799,0.3936153],"genre_scores_gemma":[0.4804585,0.06877285,0.01463713,0.1083331,0.007031938,0.0002700428,0.001802541,0.0005449053,0.3181489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03976743,"threshold_uncertainty_score":0.1330352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006245969994648497,"score_gpt":0.2414999997384778,"score_spread":0.2352540297438293,"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."}}