{"id":"W4253147449","doi":"10.1038/sj.labinvest.3700617","title":"Kidney","year":2006,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University Health Network; St. Paul's Hospital; University of Toronto","funders":"","keywords":"Kidney; Biology; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00009501636,0.00006009951,0.00008477121,0.00004201541,0.0000374195,0.00001155724,0.00002329747,0.00005274376,0.00003404942],"category_scores_gemma":[0.0001195923,0.00004860383,0.00002763416,0.0002139245,0.00007392743,0.00007587906,0.000006934898,0.00006423585,0.0001244171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002099489,"about_ca_system_score_gemma":0.0001219451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531473,"about_ca_topic_score_gemma":0.000002062974,"domain_scores_codex":[0.9995485,0.00002839944,0.0001077454,0.0001088786,0.0001203955,0.00008608368],"domain_scores_gemma":[0.9996417,0.000006883944,0.00003268122,0.0001357317,0.00009672216,0.00008624089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001597423,0.00004310624,0.299302,0.00008886684,0.00001559434,0.0000533498,0.00008412083,0.00002083417,0.632259,0.007467881,0.06025799,0.0003913441],"study_design_scores_gemma":[0.0007765538,0.00009476815,0.5740327,0.00007883418,0.00005178529,0.00002169036,0.00003536883,0.00007845271,0.347759,0.005427404,0.07150578,0.0001376477],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993269,0.0001644466,0.0001163953,0.001796413,0.00009303918,0.0001089136,0.000008431243,0.0001425421,0.004300825],"genre_scores_gemma":[0.990984,0.000007455646,0.004077637,0.003469673,0.0003275409,0.00001673038,0.0001385239,0.00001137467,0.0009670355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844999,"threshold_uncertainty_score":0.1982007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108252310793819,"score_gpt":0.2285336577590905,"score_spread":0.2177084266797086,"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."}}