{"id":"W4406467997","doi":"10.1016/j.ymed.2014.09.016","title":"10.1016/j.ymed.2014.09.016","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Urinary system; Intensive care medicine; Cardiac surgery; Cardiology; Internal 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":[0.0007665948,0.000874284,0.0004757881,0.001436046,0.0009699547,0.002506385,0.0008788188,0.003192465,0.8868474],"category_scores_gemma":[0.001766679,0.0003868164,0.0005723084,0.0006068798,0.0008483354,0.002160345,0.001326517,0.001672655,0.825139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000924287,"about_ca_system_score_gemma":0.001519324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133359,"about_ca_topic_score_gemma":0.00219227,"domain_scores_codex":[0.9996712,0.00003219758,0.00002810252,0.00007554798,0.00009998483,0.00009296798],"domain_scores_gemma":[0.9987037,0.0001681396,0.0001573343,0.00006595382,0.0002761554,0.0006285192],"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":[0.0004023565,0.0003700451,0.008247794,0.000449364,0.00004220673,0.0005022466,0.0001385355,0.0001646423,0.0008618113,0.005056377,0.3870878,0.5966768],"study_design_scores_gemma":[0.00008037058,0.000160267,0.008621497,0.0009839282,0.00003603717,0.003779245,0.0003473832,0.0001846369,0.0005073946,0.003985834,0.9812862,0.00002705548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007711992,0.01763218,0.002280313,0.01944311,0.004531135,0.0001262782,0.00427936,0.001623248,0.9423725],"genre_scores_gemma":[0.02073126,0.005995553,0.001977223,0.003601303,0.001384843,0.00008576365,0.002470474,0.000256189,0.9634975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1131526,"threshold_uncertainty_score":0.1613984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068531837858172,"score_gpt":0.2455035283860165,"score_spread":0.2348182100074347,"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."}}