{"id":"W1966416547","doi":"10.1186/1471-2369-14-236","title":"An overview of the British Columbia Glomerulonephritis network and registry: integrating knowledge generation and translation within a single framework","year":2013,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Nephrology; Disease registry; Agency (philosophy); Health care; Kidney disease; Knowledge translation; Health services research; Family medicine; Public health; Disease; Internal medicine; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001408164,0.00009241267,0.0002765274,0.00001508699,0.0002183008,0.0002017105,0.00004961933,0.0001632412,0.0001053263],"category_scores_gemma":[0.0001406575,0.00009475998,0.00005281072,0.0001912083,0.0001988872,0.0001278652,0.00002801066,0.0001571954,0.000001640899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001126897,"about_ca_system_score_gemma":0.00006102901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941837,"about_ca_topic_score_gemma":0.03579443,"domain_scores_codex":[0.9990259,0.0001894593,0.0002903518,0.000236051,0.00009161438,0.0001666351],"domain_scores_gemma":[0.9993451,0.0001051656,0.0001387338,0.000217424,0.00009619617,0.00009744161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001855928,0.000595461,0.5735779,0.00228336,0.0001808786,0.00001815925,0.002282208,0.00008509742,0.05848528,0.002410611,0.02165149,0.3382439],"study_design_scores_gemma":[0.001098022,0.0007004014,0.971101,0.001287828,0.0002140206,0.0003966854,0.0002560584,0.01613984,0.00009099935,0.00575352,0.00274694,0.0002146851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610313,0.03743458,0.0005449619,0.0001914296,0.0001075,0.0005020262,0.00001991437,0.00003006183,0.0001382777],"genre_scores_gemma":[0.9869081,0.0009794595,0.01099826,0.0005745547,0.0003580843,0.00005569176,0.00004602407,0.00001668783,0.00006310672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.397523,"threshold_uncertainty_score":0.9817998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125772858306427,"score_gpt":0.2860647045569517,"score_spread":0.2448069759738874,"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."}}