{"id":"W6961682416","doi":"10.1371/journal.pone.0300564.g002","title":"Results; UTI symptoms, signs, and microbiology.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Gender, Sexuality, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Retrospective cohort study; Bacteriuria; Antibiotics; Urinary system; Incidence (geometry); Neurocognitive; MEDLINE; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000487673,0.0003101453,0.0002679834,0.001669225,0.0004130034,0.0005454534,0.0004517245,0.0002134774,0.01785773],"category_scores_gemma":[0.002406924,0.0001285875,0.0001930636,0.001630374,0.0002787792,0.0002505993,0.0004261516,0.0003378689,0.004886883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960314,"about_ca_system_score_gemma":0.00155987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08417481,"about_ca_topic_score_gemma":0.1083475,"domain_scores_codex":[0.9996697,0.00005455101,0.00003725744,0.00003443782,0.0001532088,0.00005082876],"domain_scores_gemma":[0.9993879,0.00007787575,0.0002265753,0.00002323733,0.0001784332,0.0001059465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001969397,0.0001154531,0.8617554,0.0006966853,0.00003793291,0.0006048302,0.000274309,0.0001242577,0.0002663877,0.0002368497,0.03605118,0.09963985],"study_design_scores_gemma":[0.00001546928,0.00008358211,0.9802786,0.0003139444,0.00003007679,0.001734042,0.0002665629,0.0001587358,0.00008270136,0.0001350682,0.01689175,0.000009660828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.604757,0.05758053,0.003163598,0.003506501,0.0008831006,0.001829529,0.114529,0.001108524,0.2126421],"genre_scores_gemma":[0.9205361,0.00906464,0.00426308,0.0009117974,0.0002418939,0.0003211025,0.02924502,0.00006762388,0.03534877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9821423,"threshold_uncertainty_score":0.1673697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609459461736742,"score_gpt":0.3597579635397509,"score_spread":0.2736633689223835,"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."}}