{"id":"W4408160466","doi":"10.1089/cbr.2024.0202","title":"Diagnostic Value of <sup>99m</sup> Tc-Ubiquicidin Scintigraphy in Differentiating Bacterial from Nonbacterial Pneumonia","year":2025,"lang":"en","type":"article","venue":"Cancer Biotherapy and Radiopharmaceuticals","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Pneumonia; Medicine; Scintigraphy; Bacterial pneumonia; Value (mathematics); Nuclear medicine; Radiology; Internal medicine; 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":[0.001035811,0.0004464107,0.0004532717,0.0005904858,0.0002404754,0.0005179469,0.0002394747,0.0006417157,0.0009693183],"category_scores_gemma":[0.002463973,0.0002091854,0.0001661674,0.0002240459,0.0007191364,0.0004097645,0.000432175,0.0002971876,0.0003437469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833391,"about_ca_system_score_gemma":0.0002031145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202797,"about_ca_topic_score_gemma":0.0003847125,"domain_scores_codex":[0.9996138,0.0001545488,0.00005143529,0.00006807618,0.0000561908,0.00005591795],"domain_scores_gemma":[0.9989321,0.0004895243,0.0001600415,0.00005080593,0.0001183785,0.0002491403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005106904,0.000172009,0.9496686,0.00007540712,0.00005300905,0.0009603196,0.0001276827,0.0002737392,0.02636025,0.00002483551,0.00009295184,0.01708424],"study_design_scores_gemma":[0.000317132,0.006674881,0.9642702,0.00004767323,0.0001300321,0.01059953,0.000548838,0.005232511,0.01164259,0.0001253974,0.0003827981,0.00002832082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985707,0.0007703098,0.000354865,0.00002697237,0.000004106597,0.00001182522,0.00001680453,0.000007092931,0.0002373099],"genre_scores_gemma":[0.9993097,0.0001341111,0.0004555473,0.00001904253,0.000008174842,0.000005788743,0.00003846579,0.000001186069,0.00002798019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035811,"threshold_uncertainty_score":0.005477965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457050027567186,"score_gpt":0.3390874867133751,"score_spread":0.3245169864377032,"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."}}