{"id":"W6930853932","doi":"10.5281/zenodo.3542050","title":"NPA_ref11734","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sphingosine; Citation; Ideal (ethics); Proposition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000925321,0.001802707,0.002844189,0.009090465,0.003463491,0.008653451,0.00402876,0.004513232,0.9274154],"category_scores_gemma":[0.006575104,0.00137396,0.001990538,0.0101065,0.001097549,0.006913018,0.00372476,0.002439884,0.8533418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395236,"about_ca_system_score_gemma":0.005304377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009228655,"about_ca_topic_score_gemma":0.007969649,"domain_scores_codex":[0.9983926,0.00009452986,0.0002123468,0.0002505161,0.0008354791,0.0002144137],"domain_scores_gemma":[0.9953707,0.0005856975,0.000230611,0.0004648458,0.002650257,0.0006978245],"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":[0.00004514819,0.00003029384,0.00008455088,0.0009896224,0.000009894483,0.0001008326,0.00001857326,0.00003862297,0.0003023356,0.001547202,0.9761261,0.0207068],"study_design_scores_gemma":[0.00004008785,0.0000164743,0.0006683804,0.0003573751,0.0000103852,0.0001595312,0.0000281464,0.0000395555,0.0003212772,0.001039551,0.9973021,0.00001712522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005565202,0.005195392,0.001430925,0.005879668,0.04656222,0.0006454018,0.215628,0.003954285,0.7201476],"genre_scores_gemma":[0.00523723,0.006601949,0.002455881,0.003346622,0.007277754,0.0005818181,0.2020681,0.002661787,0.7697687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9274154,"threshold_uncertainty_score":0.1035331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07980918727412775,"score_gpt":0.3000285863496941,"score_spread":0.2202193990755664,"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."}}