{"id":"W1508011285","doi":"","title":"Validation study: clarity multistrip urocheck.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"CLARITY; Kappa; Concordance; Medicine; Urine; Reproducibility; Gold standard (test); Cohen's kappa; Statistics; Mathematics; Internal medicine; Chemistry","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":[0.03911953,0.001282906,0.0007224472,0.001331536,0.0009665227,0.001506247,0.00212044,0.001986691,0.00586132],"category_scores_gemma":[0.05226972,0.000884225,0.001013447,0.001066751,0.001367098,0.00110778,0.001528488,0.0009975672,0.003839368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183099,"about_ca_system_score_gemma":0.002799201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268061,"about_ca_topic_score_gemma":0.00374696,"domain_scores_codex":[0.9740565,0.00888294,0.002328211,0.005463083,0.008655508,0.0006135904],"domain_scores_gemma":[0.9576324,0.01065788,0.005770513,0.007078181,0.01744977,0.001411301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02000218,0.00994119,0.7406986,0.00327704,0.001105562,0.0005560577,0.006124407,0.001538972,0.05028247,0.002118465,0.02161746,0.1427376],"study_design_scores_gemma":[0.004579102,0.03714581,0.8260772,0.001442083,0.00124318,0.003080274,0.001275144,0.007009418,0.05196684,0.0004583668,0.06555256,0.0001700322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336986,0.003155173,0.024808,0.0007370123,0.0010578,0.00856305,0.01239337,0.001303218,0.01428373],"genre_scores_gemma":[0.9361822,0.0004359796,0.03846627,0.001756442,0.000172064,0.003132693,0.01275308,0.0002585508,0.006842784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911953,"threshold_uncertainty_score":0.2068863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036442127524303,"score_gpt":0.2695218398502436,"score_spread":0.1991574185750005,"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."}}