{"id":"W2134260051","doi":"10.1093/ndtplus/sfm002","title":"Lipomatosis and focal segmental glomerulosclerosis: causation, association or coincidence?","year":2007,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Focal segmental glomerulosclerosis; Association (psychology); Pathology; Internal medicine; Glomerulonephritis; Kidney","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":[0.004971706,0.0001308134,0.0004127859,0.0001044465,0.000229558,0.00005659223,0.00005846393,0.0002528999,0.0004272187],"category_scores_gemma":[0.008215796,0.00009731839,0.0001980213,0.0001556678,0.00008308321,0.000152009,0.00003570711,0.000682024,0.00005746254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292248,"about_ca_system_score_gemma":0.0005047487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001323852,"about_ca_topic_score_gemma":0.00001414072,"domain_scores_codex":[0.9978212,0.0001283992,0.0009970327,0.0002120978,0.0004871959,0.0003540565],"domain_scores_gemma":[0.9970211,0.001008344,0.00037871,0.0001330842,0.0002228218,0.001235892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004294332,0.0002016487,0.815262,0.00001994521,0.0001807041,0.0002434871,0.00009121469,8.004417e-8,0.0003995314,0.00001227573,0.1622373,0.02092234],"study_design_scores_gemma":[0.003268097,0.0005169044,0.9676433,0.0004667119,0.0002421503,0.0009956289,0.0002759238,0.00009078428,0.0003174633,0.00008417223,0.02592668,0.0001722281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852632,0.0003634892,0.001173446,0.01018164,0.001547253,0.0001371482,0.000007121371,0.00006082044,0.001265913],"genre_scores_gemma":[0.9836002,0.001419282,0.001539926,0.006958565,0.00343063,0.000001872626,0.00000611733,0.00002093691,0.003022479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523813,"threshold_uncertainty_score":0.9835669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867036226427561,"score_gpt":0.3632142139127347,"score_spread":0.314543851648459,"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."}}