{"id":"W4386905509","doi":"10.14740/wjon1635","title":"The Olfaction Ability of Medical Detection Canine to Detect Prostate Cancer From Urine Samples: Progress Captured in Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fakultas Kedokteran, Universitas Indonesia; Universitas Indonesia; University College London","keywords":"Medicine; Meta-analysis; Prostate cancer; Gold standard (test); Cancer; Receiver operating characteristic; Likelihood ratios in diagnostic testing; Area under the curve; Histopathology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007215837,0.0001152577,0.00129397,0.0002534794,0.00002413438,0.000006475728,0.0001989703,0.00008190534,0.00003904627],"category_scores_gemma":[0.0008767276,0.00006785923,0.0001825974,0.001266061,0.00008754863,0.00004495192,0.00004517384,0.000364038,7.139751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290707,"about_ca_system_score_gemma":0.00001680748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001770569,"about_ca_topic_score_gemma":0.01276743,"domain_scores_codex":[0.9984571,0.0001302759,0.0008487714,0.0001136018,0.0002833403,0.0001669033],"domain_scores_gemma":[0.9987535,0.0005833015,0.0003171972,0.0001763986,0.0001015709,0.00006802246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000944058,0.000339039,0.007508618,0.171574,0.2616045,0.0006680445,0.003116707,0.2320913,0.1906752,0.0000967968,0.001844584,0.1295372],"study_design_scores_gemma":[0.00428572,0.001703589,0.04128597,0.009518132,0.6338879,0.0003683306,0.002299431,0.01332354,0.2753425,0.008378264,0.007826895,0.001779801],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7581709,0.2198254,0.001737957,0.01784242,0.0003090834,0.001833443,0.00006040746,0.0002037029,0.00001670149],"genre_scores_gemma":[0.9911886,0.008192139,0.0004078845,0.00004800615,0.00001621026,0.000122938,8.92501e-7,0.00001040154,0.00001293381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722833,"threshold_uncertainty_score":0.7124524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628964088513669,"score_gpt":0.3302242644445406,"score_spread":0.2939346235594039,"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."}}