{"id":"W2072313110","doi":"10.5867/medwave.2015.03.6122","title":"¿Debe indicarse acetilcisteína para prevenir la nefropatía por contraste?","year":2015,"lang":"es","type":"review","venue":"Medwave","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Medicine; Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005450401,0.00188645,0.006411723,0.0009311288,0.0002293603,0.0002692045,0.001741598,0.002380825,0.003974613],"category_scores_gemma":[0.006925125,0.001464797,0.001305298,0.001322708,0.001288563,0.0002510068,0.001008632,0.004571856,0.009723494],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261045,"about_ca_system_score_gemma":0.008310488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009500834,"about_ca_topic_score_gemma":0.000008351213,"domain_scores_codex":[0.9867005,0.00311312,0.002456394,0.00192548,0.003486625,0.002317826],"domain_scores_gemma":[0.9894371,0.002175519,0.001327271,0.002823574,0.0009420113,0.003294498],"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":[0.0003862942,0.0006206721,0.0004098332,0.01658362,0.001797857,0.003407671,0.0006466722,2.48717e-8,0.00004268682,0.0002112272,0.3228057,0.6530877],"study_design_scores_gemma":[0.003871144,0.001222527,0.0003002681,0.01893515,0.004367512,0.001727841,0.0002552252,0.00003549109,0.00005229072,0.0000864342,0.9679564,0.001189761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003087196,0.9089451,0.00006638224,0.002081954,0.001468787,0.006718429,0.003262458,0.0002478207,0.07690038],"genre_scores_gemma":[0.001592693,0.9301544,0.0005566291,0.0008038208,0.00336368,0.001184884,0.002947861,0.0005527585,0.05884327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.651898,"threshold_uncertainty_score":0.999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077977799501633,"score_gpt":0.4229883625054625,"score_spread":0.3151905825552991,"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."}}