{"id":"W4406495978","doi":"10.1016/j.ymed.2016.06.018","title":"10.1016/j.ymed.2016.06.018","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic bacteriuria; Urinary system; Antibiotics; Bacteriuria; Asymptomatic; Internal medicine; Microbiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001295824,0.0001404481,0.0001829884,0.0001569471,0.00007036699,0.00002044312,0.0000977124,0.00005126901,0.9982499],"category_scores_gemma":[0.00002931835,0.0001323608,0.00007449011,0.0002715907,0.00002959329,0.00008469992,0.0000392025,0.000128455,0.998385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008842776,"about_ca_system_score_gemma":0.00003119466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002563872,"about_ca_topic_score_gemma":9.876123e-8,"domain_scores_codex":[0.9990916,0.00002394209,0.0001829124,0.000231335,0.0002048439,0.0002654256],"domain_scores_gemma":[0.9992611,0.00003048862,0.0000236274,0.0004526789,0.0000411657,0.0001909544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001094847,0.0007209627,0.000001221649,0.00001647256,0.0000592454,0.00004026817,0.00001152765,0.000029129,0.00003006444,0.000001546199,0.6518775,0.3471026],"study_design_scores_gemma":[0.0005337037,0.001284817,0.0004665178,0.00004564134,0.00009522791,0.00006622748,0.000001128458,0.00006612539,0.00007495708,0.000004549844,0.9972212,0.0001399405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002040142,0.00004723739,0.000002775932,0.001252646,0.000002568866,0.000411871,0.000004433654,0.0002801586,0.9959581],"genre_scores_gemma":[0.0005184911,9.364895e-7,0.0002298459,0.0001826181,0.0002232428,0.00004497365,0.00002657637,0.00003279176,0.9987405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3469627,"threshold_uncertainty_score":0.5397515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007029004644559496,"score_gpt":0.1999217736438113,"score_spread":0.1928927689992518,"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."}}