{"id":"W4406561332","doi":"10.1016/j.ccol.2020.07.004","title":"10.1016/j.ccol.2020.07.004","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":"Environmental science","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":[0.0004720681,0.00107736,0.0004828244,0.001927837,0.001163099,0.001993804,0.001034449,0.003604831,0.9529633],"category_scores_gemma":[0.001077054,0.000420095,0.0005907267,0.001120725,0.0007555733,0.001916289,0.001141304,0.001400168,0.9442905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046434,"about_ca_system_score_gemma":0.001236599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886773,"about_ca_topic_score_gemma":0.005048886,"domain_scores_codex":[0.9997599,0.00002172939,0.00001700875,0.00004548505,0.00006587388,0.00008994366],"domain_scores_gemma":[0.99898,0.0001736219,0.00007634248,0.00005390068,0.0001847269,0.0005314305],"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":[0.0002273434,0.0002529173,0.002246578,0.0003945551,0.00001698773,0.0002934412,0.00004301047,0.0002600906,0.0005693749,0.004496652,0.4052879,0.5859112],"study_design_scores_gemma":[0.00005335048,0.00006953397,0.00188247,0.0003870616,0.00001398983,0.00107751,0.0001030161,0.0001891117,0.0003276445,0.001842329,0.9940394,0.00001462577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001236696,0.002433353,0.0008610295,0.00300578,0.0007841236,0.00007544271,0.00142981,0.0007726364,0.9894012],"genre_scores_gemma":[0.003762668,0.0009803462,0.0009808607,0.001376137,0.0003320363,0.0000557599,0.001189336,0.0001689441,0.991154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04703671,"threshold_uncertainty_score":0.06709218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208451641212704,"score_gpt":0.245041196792411,"score_spread":0.2229566803802839,"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."}}