{"id":"W4406564809","doi":"10.1016/j.ypdi.2015.02.016","title":"10.1016/j.ypdi.2015.02.016","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; Procalcitonin; Heart failure; Internal medicine; Randomized controlled trial; Intensive care medicine; Respiratory system; Cardiology; Sepsis","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":[0.0007780197,0.0008610919,0.0004801242,0.001399242,0.0007605688,0.002604783,0.0008610155,0.002865372,0.7889586],"category_scores_gemma":[0.002108707,0.0003538351,0.0004637807,0.0006404854,0.0007444049,0.002044257,0.001199981,0.001774803,0.6927283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009756334,"about_ca_system_score_gemma":0.001360912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154918,"about_ca_topic_score_gemma":0.001746274,"domain_scores_codex":[0.9996595,0.00003554002,0.00003386779,0.00008050373,0.0000980672,0.00009249659],"domain_scores_gemma":[0.998811,0.0001817958,0.0001764043,0.00005891472,0.0002482239,0.0005235381],"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":[0.0004398148,0.0003406299,0.01408233,0.0005513935,0.00005202833,0.0007759258,0.0001567402,0.000231469,0.0008566711,0.00543682,0.3095941,0.667482],"study_design_scores_gemma":[0.00008813763,0.0001836725,0.01295258,0.00135873,0.00005978736,0.006884229,0.0005193447,0.0003557267,0.000703161,0.007445406,0.9694088,0.00004042807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01369263,0.03354821,0.00489331,0.03117385,0.006261051,0.0001716889,0.005601523,0.002249079,0.9024087],"genre_scores_gemma":[0.05792719,0.0162082,0.005144699,0.007298599,0.0029662,0.0001741075,0.004282271,0.0005174056,0.9054813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2110414,"threshold_uncertainty_score":0.3010249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518523774547355,"score_gpt":0.2561334574572787,"score_spread":0.2309482197118052,"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."}}