{"id":"W3172661751","doi":"10.5489/cuaj.7403","title":"Poster Exhibit 4: Infections","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001767479,0.001475355,0.0006811487,0.001092872,0.002976747,0.004456265,0.001481542,0.003170745,0.7400556],"category_scores_gemma":[0.003789425,0.0004003841,0.001170075,0.0007731321,0.0004451221,0.002264793,0.005280793,0.002686171,0.3709867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398558,"about_ca_system_score_gemma":0.003770001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277075,"about_ca_topic_score_gemma":0.007450777,"domain_scores_codex":[0.9988582,0.000218189,0.0000610188,0.0001705674,0.0003730597,0.0003190358],"domain_scores_gemma":[0.997762,0.0002030213,0.0001206569,0.0001319087,0.0007450752,0.001037415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006725801,0.00006169665,0.0002733187,0.0001782423,0.000004439939,0.00006057989,0.00006395845,0.00003870496,0.0001357169,0.0007966817,0.9615579,0.03676157],"study_design_scores_gemma":[0.00002736234,0.00007254972,0.0009136246,0.0002815583,0.000005906155,0.00009756701,0.0001869588,0.00004609733,0.0001092651,0.0007165223,0.997534,0.000008551719],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002324595,0.004062564,0.001704917,0.0259408,0.03443076,0.001368937,0.01239838,0.002475047,0.9152939],"genre_scores_gemma":[0.01436151,0.005752516,0.001847435,0.009723679,0.009670453,0.000783983,0.008853448,0.0006703304,0.9483366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7400556,"threshold_uncertainty_score":0.3707791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313888152239999,"score_gpt":0.2393696227829286,"score_spread":0.2262307412605286,"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."}}