{"id":"W2923474421","doi":"10.1126/science.aax0002","title":"A deadly amphibian disease goes global","year":2019,"lang":"en","type":"letter","venue":"Science","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Amphibian; Biology; Disease; Chytridiomycosis; Ecology; Zoology; Medicine; Pathology","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":[0.002141236,0.0005733018,0.0007238556,0.0004831944,0.004258015,0.003284734,0.0008440828,0.04728188,0.007958448],"category_scores_gemma":[0.01033901,0.0005205899,0.001044802,0.0003952222,0.002380521,0.002361666,0.001500424,0.02950599,0.006819254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026466,"about_ca_system_score_gemma":0.004420405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0191457,"about_ca_topic_score_gemma":0.04015853,"domain_scores_codex":[0.9984054,0.0003697368,0.0001645599,0.0001990478,0.0004425707,0.0004187426],"domain_scores_gemma":[0.9955838,0.00166036,0.0004152132,0.0001577009,0.001006599,0.001176307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007727138,0.00007138403,0.002764972,0.00004705986,0.00002349924,0.001566303,0.0002199997,0.00004843199,0.000444609,0.002280828,0.9792325,0.0132231],"study_design_scores_gemma":[0.00008605461,0.0001232526,0.005181042,0.0002212384,0.00003345026,0.0008117836,0.0007221196,0.0002602635,0.0002226742,0.005991262,0.9862853,0.0000615825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008682738,0.0006782613,0.0000807332,0.9785737,0.01465617,0.00001252226,0.00006103147,0.00002899469,0.005040151],"genre_scores_gemma":[0.003983981,0.0005185212,0.0001490083,0.9632555,0.0153486,0.0000225213,0.00003100801,0.00001281789,0.01667791],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04728188,"threshold_uncertainty_score":0.03806853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088697992043333,"score_gpt":0.2321235784257792,"score_spread":0.2232537792214459,"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."}}