{"id":"W4385858843","doi":"10.1093/ofid/ofad436","title":"Schrödinger's Cat Paradox: <i>Bartonella</i> Serology Cannot Be Used to Speciate <i>Bartonella</i> Endocarditis","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bartonella species infections research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bartonella; Serology; Endocarditis; Bartonella henselae; Virology; Medicine; Microbiology; Cat-scratch disease; Biology; Immunology; Pathology; Disease; Internal medicine; Antibody","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":[0.002179152,0.0005307788,0.0009940151,0.001031657,0.0005774306,0.001289356,0.001801855,0.004285719,0.00670022],"category_scores_gemma":[0.01145579,0.0003598478,0.0007710988,0.0005852205,0.003881914,0.003152215,0.001941132,0.005730806,0.002828288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006938835,"about_ca_system_score_gemma":0.0004889318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179312,"about_ca_topic_score_gemma":0.000991258,"domain_scores_codex":[0.9989141,0.0004206106,0.0001232819,0.000163814,0.0002626322,0.000115569],"domain_scores_gemma":[0.9950482,0.003225724,0.0004600112,0.0004757723,0.00047896,0.0003112286],"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":[0.0002802574,0.00003843232,0.003499268,0.00106592,0.0002752095,0.02083033,0.0007674621,0.001562958,0.002628479,0.322159,0.5400901,0.1068024],"study_design_scores_gemma":[0.0001728355,0.00008939907,0.001943405,0.0005512743,0.0000878178,0.04015611,0.0003558324,0.007950847,0.002173686,0.7769817,0.1693552,0.0001819195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02686612,0.05470262,0.05858396,0.7917646,0.03076251,0.00005782395,0.0007326007,0.0008500551,0.03567978],"genre_scores_gemma":[0.5644935,0.04069821,0.04388869,0.2544467,0.0689273,0.0002901154,0.0005830813,0.00103859,0.02563371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00670022,"threshold_uncertainty_score":0.02241445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010757855893386,"score_gpt":0.3101166894701139,"score_spread":0.2800091109111801,"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."}}