{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002156169,0.00008481908,0.0002055766,0.0000797602,0.0002326509,0.00008455468,0.00003941923,0.0002521033,0.004267129],"category_scores_gemma":[0.004063216,0.00006732439,0.0001449588,0.0002309187,0.00001872512,0.00005142289,0.00001244741,0.0005156299,0.0003167631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768223,"about_ca_system_score_gemma":0.0006524391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425001,"about_ca_topic_score_gemma":0.0006806212,"domain_scores_codex":[0.9989542,0.00009836876,0.000237493,0.0001329423,0.0002059005,0.0003710293],"domain_scores_gemma":[0.9983871,0.0002304828,0.00008248928,0.00007989705,0.000418944,0.0008010618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007495353,0.0001191207,0.948337,0.000002665606,0.00004898204,0.0007377273,0.00002421972,0.000004917571,0.0000445633,0.001192899,0.04867752,0.0008028785],"study_design_scores_gemma":[0.0006689947,0.0002486321,0.7240225,0.00001078019,0.00006217067,0.001626119,0.00004756301,0.0000191256,0.00004774142,0.003196063,0.2699484,0.0001018699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8059749,0.0005619497,0.0001771516,0.1303792,0.0005022701,0.0001121473,0.00002451162,0.00004538544,0.06222251],"genre_scores_gemma":[0.9726825,0.0001222943,0.000141861,0.02528418,0.000251448,0.000003367029,0.00002364835,0.000006575279,0.001484164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243145,"threshold_uncertainty_score":0.9966431,"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."}}