{"id":"W4237989540","doi":"10.3410/f.14253965.15768067","title":"Faculty Opinions recommendation of Membranoproliferative glomerulonephritis--a new look at an old entity.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Membranoproliferative glomerulonephritis; Medicine; Glomerulonephritis; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008297185,0.0014679,0.001343522,0.003053138,0.00044116,0.002072148,0.002044441,0.002183958,0.04119773],"category_scores_gemma":[0.007757078,0.0004265133,0.001216782,0.004069803,0.0002206632,0.001419989,0.001391052,0.001588005,0.03699688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719659,"about_ca_system_score_gemma":0.002274603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628835,"about_ca_topic_score_gemma":0.0473984,"domain_scores_codex":[0.9991786,0.0001183849,0.0001348327,0.0002208161,0.0002435186,0.0001038337],"domain_scores_gemma":[0.9972433,0.0005861589,0.0004485397,0.0005264204,0.000656826,0.0005388089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008548763,0.00001852626,0.002333426,0.0006210701,0.00005247373,0.0000254646,0.000007399392,0.0001297233,0.000085881,0.0002338811,0.9904624,0.005944181],"study_design_scores_gemma":[0.0002955994,0.00002596968,0.01413245,0.0006026017,0.0001083871,0.0002307259,0.0000389504,0.001017051,0.0004507456,0.001120613,0.9819438,0.00003292712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004368398,0.0003506998,0.0001115117,0.0004167561,0.00007519034,0.00001761469,0.9965749,0.0004314123,0.001585042],"genre_scores_gemma":[0.001268442,0.0002795789,0.0004998417,0.0002314177,0.00003692182,0.00003172986,0.9962412,0.00005514604,0.001355684],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04119773,"threshold_uncertainty_score":0.1378202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322209566872097,"score_gpt":0.3561059260895154,"score_spread":0.3228838304207944,"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."}}