{"id":"W4294168465","doi":"10.1002/bies.202200080","title":"The buried gems of disease tolerance in animals: Evolutionary and interspecies comparative approaches","year":2022,"lang":"en","type":"article","venue":"BioEssays","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Biology; Evolutionary biology; Comparative biology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001400696,0.00009609812,0.0001608662,0.00005948304,0.0002900314,0.000007985492,0.0001561021,0.00002639144,0.0001361428],"category_scores_gemma":[0.00004536605,0.00007495983,0.00004428706,0.0001347298,0.0005350889,0.00003934151,0.0001914932,0.0001431328,0.000008354023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005571184,"about_ca_system_score_gemma":0.00005422911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007514779,"about_ca_topic_score_gemma":0.00003646513,"domain_scores_codex":[0.9991572,0.0002840008,0.0001751514,0.0001888021,0.00003529019,0.0001594999],"domain_scores_gemma":[0.9995106,0.0002001468,0.00008370016,0.000164849,0.00002399903,0.00001665369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007177785,0.002567022,0.6989142,0.0001514405,0.0007938744,0.0000297733,0.01132891,0.001587669,0.07247365,0.1635012,0.03882063,0.002653755],"study_design_scores_gemma":[0.001509793,0.0003939284,0.9443356,0.00002475867,0.00005012405,0.0000222317,0.0106182,0.00022836,0.001938133,0.002410127,0.03819831,0.0002704554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565997,0.04137419,0.000009111776,0.000364092,0.0002201537,0.000229246,0.0001585228,0.00002821245,0.001016836],"genre_scores_gemma":[0.9995099,0.00007663817,0.000006184068,0.00002623088,0.00001567389,0.0001222938,0.00002683006,0.000005429917,0.0002108759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454213,"threshold_uncertainty_score":0.3056773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419809722223211,"score_gpt":0.2523257584177248,"score_spread":0.2103447861954037,"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."}}