{"id":"W2595624052","doi":"10.5489/cuaj.4097","title":"Shock due to urosepsis: A multicentre study","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Intensive care medicine; Medicine; Psychology; 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":[0.00073179,0.0001270231,0.000245573,0.0002323682,0.001105475,0.0003391292,0.000234748,0.0001128626,0.0007828221],"category_scores_gemma":[0.002266795,0.0001087127,0.000107273,0.00009663461,0.0000143618,0.0001549072,0.00005074886,0.0005194449,0.0004882136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405719,"about_ca_system_score_gemma":0.0002150992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090216,"about_ca_topic_score_gemma":0.005112249,"domain_scores_codex":[0.9985762,0.0001160345,0.0002763956,0.0002070395,0.0003562513,0.0004680481],"domain_scores_gemma":[0.9980525,0.00005761669,0.0002574707,0.0003286797,0.0002421514,0.001061567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004517792,0.0007948569,0.9800322,0.000001749885,0.0001903197,0.001135617,0.0002431607,0.00004580296,0.0000102197,0.00004463556,0.01492609,0.002530177],"study_design_scores_gemma":[0.001126093,0.001517193,0.8881935,0.000006897661,0.0001377776,0.0002102227,0.0002591331,0.00005959297,0.000002061521,0.00006341286,0.1083254,0.00009874014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303778,0.00001714724,0.00006136057,0.05734055,0.0006179277,0.0006041441,0.00000809074,0.0000351614,0.01093782],"genre_scores_gemma":[0.9913709,0.000005359506,0.0002005185,0.005063189,0.0004921057,0.00002115439,0.000002335295,0.00001191092,0.002832588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09339929,"threshold_uncertainty_score":0.8571354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244535885478968,"score_gpt":0.2813354910513307,"score_spread":0.2588901321965411,"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."}}