{"id":"W4406584010","doi":"10.1016/j.ypat.2013.04.004","title":"10.1016/j.ypat.2013.04.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Diagnostic test; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007445602,0.001149187,0.0005860947,0.001657641,0.0009248494,0.003148925,0.001038864,0.003440533,0.8806348],"category_scores_gemma":[0.00184922,0.0004137245,0.0006708167,0.0007868085,0.000958374,0.002190943,0.00144489,0.001850992,0.8201539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022062,"about_ca_system_score_gemma":0.001463903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675103,"about_ca_topic_score_gemma":0.00222401,"domain_scores_codex":[0.9996538,0.00003363908,0.00002916881,0.00009166192,0.00009991504,0.00009186337],"domain_scores_gemma":[0.9989691,0.0001787753,0.0001478048,0.00006098008,0.0001989318,0.0004445384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000403378,0.0003496313,0.008816722,0.0004947501,0.00005136378,0.0006181599,0.0001238731,0.0003547635,0.0009778916,0.006540637,0.2919701,0.6892987],"study_design_scores_gemma":[0.00008744079,0.0001696402,0.008112086,0.001093737,0.00006119798,0.005033281,0.0003999559,0.0005339042,0.0007688962,0.007278854,0.9764221,0.00003894813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009654513,0.01925713,0.005977235,0.01779323,0.004041241,0.0001545321,0.00512517,0.003156058,0.9348409],"genre_scores_gemma":[0.02985755,0.00825637,0.004886266,0.003942646,0.001278761,0.0001285752,0.00321893,0.0005373805,0.9478935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1193652,"threshold_uncertainty_score":0.1702599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628160803597619,"score_gpt":0.2460789842632806,"score_spread":0.2197973762273044,"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."}}