{"id":"W4385442105","doi":"10.34067/kid.0000000000000225","title":"Prophylactic Anticoagulation in Nephrotic Syndrome","year":2023,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"University of Toronto; Kidney Foundation of Canada; American Society of Nephrology","keywords":"License; Nephrotic syndrome; Medicine; Pharmacy; Library science; Political science; Family medicine; Internal medicine; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009924268,0.0000820324,0.0001689444,0.0002350156,0.00002920891,0.00001527469,0.00003288586,0.00004429146,0.0001185096],"category_scores_gemma":[0.0002181847,0.0000684683,0.00005601828,0.0007094336,0.00002946092,0.00007948547,0.00002145857,0.00009076516,0.0008600375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003467725,"about_ca_system_score_gemma":0.00008544578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003377417,"about_ca_topic_score_gemma":0.000002260122,"domain_scores_codex":[0.9992527,0.00002137586,0.0001586771,0.0001607259,0.0002010896,0.0002053693],"domain_scores_gemma":[0.9996014,0.00002293234,0.00002745047,0.0001729693,0.00002649869,0.0001487183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005391916,0.0007122392,0.9246861,0.004219013,0.00009003562,0.009163923,0.0009913393,0.0003197374,0.03002733,0.001833612,0.00989129,0.01752613],"study_design_scores_gemma":[0.0006895384,0.0001443772,0.9951019,0.000135548,0.00003651612,0.0001075629,0.00006071087,0.001844635,0.000144425,0.0007403094,0.0009105758,0.00008393921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957863,0.0001535465,0.000009531148,0.002102673,0.0001213387,0.000305383,0.000004436669,0.0001281326,0.00138867],"genre_scores_gemma":[0.9980085,0.00003348191,0.00005618673,0.0003463454,0.00004772899,0.00002196458,0.0000450653,0.00001523582,0.001425416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07041571,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868313537156405,"score_gpt":0.283066742652418,"score_spread":0.264383607280854,"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."}}