{"id":"W2993090296","doi":"10.1503/cmaj.190573","title":"Kidney Health Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"University of Alberta","keywords":"Kidney disease; Asymptomatic; Medicine; Disease; Kidney; Quality of life (healthcare); Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001712032,0.0006263604,0.0006517728,0.002188419,0.003041569,0.003163441,0.002686463,0.001834907,0.1934349],"category_scores_gemma":[0.007348571,0.0004731983,0.0005449075,0.002934163,0.000731305,0.0007230128,0.002032402,0.002095142,0.03473817],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02188158,"about_ca_system_score_gemma":0.1337517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7900822,"about_ca_topic_score_gemma":0.9063414,"domain_scores_codex":[0.9976286,0.0002455883,0.00009468607,0.0002083734,0.001152208,0.0006705663],"domain_scores_gemma":[0.9906001,0.000511344,0.000309482,0.0001583178,0.004678145,0.003742488],"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":[0.00006456898,0.00003611327,0.003161737,0.0001069143,0.000009398705,0.00004963856,0.00003215843,0.0001139329,0.00004389319,0.003493648,0.9565676,0.03632032],"study_design_scores_gemma":[0.000280124,0.00004526869,0.02606952,0.0006811393,0.00004120406,0.0001420983,0.0003462723,0.0005439343,0.00007645677,0.002789571,0.9689584,0.00002591023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00675427,0.005879581,0.001473977,0.0860175,0.004548588,0.0009789199,0.1130986,0.001456192,0.7797924],"genre_scores_gemma":[0.06427829,0.009846086,0.009234752,0.03446482,0.002895365,0.0009306092,0.1286916,0.0006912622,0.7489672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9781184,"threshold_uncertainty_score":0.6471043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903712255688067,"score_gpt":0.4389206902849156,"score_spread":0.3798835677280349,"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."}}