{"id":"W4406666157","doi":"10.1016/b978-0-323-04602-2.50067-9","title":"10.1016/b978-0-323-04602-2.50067-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Intensive care medicine; Clinical epidemiology; 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":[0.0007804021,0.001910953,0.001218354,0.001686974,0.001294101,0.004325651,0.002503949,0.0035281,0.9789425],"category_scores_gemma":[0.001572426,0.0007469645,0.0008154002,0.00181083,0.001011045,0.003864186,0.003230457,0.002030078,0.9889786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008102676,"about_ca_system_score_gemma":0.0007971008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036337,"about_ca_topic_score_gemma":0.003178431,"domain_scores_codex":[0.99961,0.0000227833,0.00002252311,0.0001280256,0.0001489274,0.00006775558],"domain_scores_gemma":[0.9986311,0.0004388481,0.00008988831,0.0001906994,0.000238662,0.00041075],"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":[0.000122316,0.0001121959,0.0002965494,0.0003671839,0.00001321297,0.0001074755,0.00008577992,0.0002623204,0.00193175,0.007167974,0.3875067,0.6020266],"study_design_scores_gemma":[0.00001385121,0.00003691253,0.000426381,0.0002206509,0.000005385619,0.0001509139,0.00006077444,0.00008518029,0.0002290899,0.001118983,0.9976419,0.00001007318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000132138,0.0003852928,0.000611453,0.0002377486,0.0001311818,0.00003398315,0.0005031711,0.0006988861,0.9972663],"genre_scores_gemma":[0.0003323285,0.0002218141,0.0002977449,0.00009845325,0.00002817996,0.00002361934,0.0003117463,0.0001673504,0.9985188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02105755,"threshold_uncertainty_score":0.03003603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766106086299279,"score_gpt":0.2398441864117474,"score_spread":0.2221831255487546,"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."}}