{"id":"W2555716205","doi":"10.1016/j.antiviral.2016.11.002","title":"Amending Koch's postulates for viral disease: When “growth in pure culture” leads to a loss of virulence","year":2016,"lang":"en","type":"review","venue":"Antiviral Research","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"National Institutes of Health","keywords":"Biology; Virulence; Context (archaeology); Hantavirus; Virology; Disease; Bunyaviridae; Virus; Adaptation (eye); Genetics; Medicine; Neuroscience; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001305362,0.0003967313,0.001539094,0.001209401,0.000144204,0.00005674802,0.0003905585,0.0003107589,0.00004527096],"category_scores_gemma":[0.001481778,0.0002550535,0.0005908062,0.001059531,0.0002726357,0.0001998802,0.0002787205,0.0007786397,0.000185189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348734,"about_ca_system_score_gemma":0.0005673489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369934,"about_ca_topic_score_gemma":0.00002558804,"domain_scores_codex":[0.9966566,0.0003204718,0.0006818941,0.0007100048,0.0007304599,0.0009005771],"domain_scores_gemma":[0.9982305,0.000443878,0.0001401002,0.0004846742,0.0004710243,0.0002297776],"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":[0.000880363,0.0008116991,0.00753053,0.05129277,0.0003695313,0.0003018475,0.0003679135,8.911244e-8,0.002235624,0.00988846,0.01330365,0.9130175],"study_design_scores_gemma":[0.001339913,0.002702467,0.0007495792,0.08836249,0.0003863304,0.00002755249,0.00004466496,0.00001015972,0.001091601,0.002255762,0.9022675,0.000761997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007185222,0.9865113,0.0001434904,0.0004507858,0.0001778018,0.003952371,0.0004159122,0.00004499765,0.001118101],"genre_scores_gemma":[0.09109182,0.9037024,0.0001453112,0.00002952101,0.0003788691,0.0004753473,0.00009892861,0.00008215087,0.003995667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9122555,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379103950666379,"score_gpt":0.4850823725117451,"score_spread":0.3471719774451073,"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."}}