{"id":"W4411658215","doi":"10.51847/6c31fs3","title":"10.51847/6C31Fs3","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001588335,0.0003487322,0.001626611,0.00019367,0.00003643252,0.00001983862,0.0001992994,0.0002757031,0.9620311],"category_scores_gemma":[0.00008127079,0.0002324369,0.0006982894,0.0002722519,0.00003761485,0.00002196696,0.000073818,0.0002962344,0.9908987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005290547,"about_ca_system_score_gemma":0.0001457046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003222861,"about_ca_topic_score_gemma":9.901346e-9,"domain_scores_codex":[0.9986893,0.00008204218,0.0003544985,0.0003673614,0.0002206391,0.0002861618],"domain_scores_gemma":[0.9990706,0.00005632736,0.00007202812,0.0005838496,0.0000341638,0.0001829923],"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":[0.00001387044,0.00003485869,2.299403e-9,0.002861533,0.0001207946,0.0001428433,0.00000166841,1.314824e-7,6.933168e-8,2.024297e-7,0.02245351,0.9743705],"study_design_scores_gemma":[0.0001404641,0.0002294916,4.139358e-7,0.006917348,0.001092416,0.0004838285,1.278587e-7,3.817493e-7,1.432713e-7,3.523741e-7,0.9908921,0.0002429446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[3.90892e-8,0.528347,1.041138e-7,0.00001889814,0.000002438959,0.0003947676,0.00001343723,0.00008495995,0.4711384],"genre_scores_gemma":[5.181584e-10,0.4569026,0.00005859857,0.00001906984,0.000188983,0.00004901277,0.0001040703,0.00003281618,0.5426449],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9741276,"threshold_uncertainty_score":0.9478503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892096132073816,"score_gpt":0.282754732817617,"score_spread":0.2438337714968788,"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."}}