{"id":"W6961204905","doi":"10.1371/journal.pone.0299473.s004","title":"Sepsis score summary.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sepsis; Cohort; Early warning score; Retrospective cohort study; Receiver operating characteristic; Medical record; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162177,0.001091969,0.0009960766,0.002703462,0.0004641144,0.001279514,0.0009155924,0.0005963183,0.09753568],"category_scores_gemma":[0.004002785,0.0002675974,0.0008053481,0.003367025,0.0002021165,0.0007391202,0.001438961,0.001562836,0.05409742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818158,"about_ca_system_score_gemma":0.003617618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0247394,"about_ca_topic_score_gemma":0.0273813,"domain_scores_codex":[0.9984079,0.0002995719,0.0003657161,0.0001688037,0.0005774184,0.0001806887],"domain_scores_gemma":[0.9974371,0.0001733224,0.0004576832,0.00008180689,0.001430675,0.0004194339],"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":[0.0002940572,0.00003533163,0.01643629,0.0008198951,0.00008919229,0.0001108633,0.00003654302,0.0002561351,0.0001174755,0.001168866,0.895069,0.0855665],"study_design_scores_gemma":[0.0002593374,0.0001554229,0.06850009,0.001351204,0.00007838472,0.0004587386,0.0001044073,0.0004410058,0.0001791912,0.001776116,0.9266471,0.00004903759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006771694,0.01495347,0.003411017,0.008787913,0.002399266,0.001377131,0.8017615,0.001814366,0.1587236],"genre_scores_gemma":[0.04275922,0.0159412,0.00724774,0.005593217,0.001142872,0.00198924,0.851836,0.0004661183,0.07302442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09753568,"threshold_uncertainty_score":0.3262893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823443404466286,"score_gpt":0.3671279084868371,"score_spread":0.1847835680402085,"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."}}