{"id":"W4403524062","doi":"10.1002/9781394244843.ch3","title":"INFECTION AND REACTIVE CHANGES","year":2024,"lang":"en","type":"other","venue":"","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Computer science","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":[0.0003423473,0.0005079497,0.0003464241,0.0008155808,0.0005788393,0.001225374,0.0003104968,0.0008294983,0.04009472],"category_scores_gemma":[0.0005208026,0.0001156806,0.0003313232,0.0006997935,0.0004466835,0.0006005392,0.0007716556,0.0008276398,0.01160214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420417,"about_ca_system_score_gemma":0.0004299269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006502362,"about_ca_topic_score_gemma":0.000782016,"domain_scores_codex":[0.9996817,0.00006892466,0.00002560133,0.00005039559,0.0001022292,0.00007116351],"domain_scores_gemma":[0.9998286,0.00004544121,0.00003719632,0.00001664014,0.00003593137,0.00003620855],"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":[0.0005295087,0.0003088431,0.006745079,0.003513145,0.00008757148,0.009145689,0.001171228,0.0001583756,0.02494854,0.04338923,0.1079061,0.8020968],"study_design_scores_gemma":[0.00001770012,0.0001204148,0.004857855,0.0007209266,0.00003563356,0.01474459,0.0002628057,0.00003182338,0.002597693,0.004503583,0.9720929,0.00001394628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02743895,0.4098718,0.003351961,0.007126219,0.003792469,0.0001716892,0.001197225,0.0004299587,0.5466197],"genre_scores_gemma":[0.1735739,0.3903913,0.006454531,0.01083293,0.004880704,0.0002803357,0.002083646,0.0002566098,0.4112459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04009472,"threshold_uncertainty_score":0.1341301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204364528907289,"score_gpt":0.3223494511680151,"score_spread":0.3003058058789422,"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."}}