{"id":"W3043409543","doi":"10.2196/20160","title":"Chronic Kidney Disease in Tasmania: Protocol for a Data Linkage Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Coronial Information System; Tasmanian Community Fund","keywords":"Kidney disease; Protocol (science); Linkage (software); Medicine; Alternative medicine; Genetics; Internal medicine; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04578044,0.001913755,0.003041223,0.00387324,0.004130189,0.003013723,0.003152486,0.002067554,0.05062629],"category_scores_gemma":[0.05635848,0.002046331,0.0032956,0.006850399,0.001216736,0.00208322,0.003363961,0.003195635,0.006606159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006966807,"about_ca_system_score_gemma":0.03656663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126636,"about_ca_topic_score_gemma":0.02968128,"domain_scores_codex":[0.9678178,0.01741846,0.008269302,0.002359262,0.002444016,0.001691118],"domain_scores_gemma":[0.9569276,0.006845756,0.005509487,0.00730417,0.02142369,0.00198938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03162687,0.006881806,0.08947232,0.06931134,0.004844463,0.002451407,0.01644338,0.007443338,0.004125248,0.02985199,0.550057,0.1874908],"study_design_scores_gemma":[0.04443728,0.00569127,0.1918106,0.04307656,0.002773653,0.001319681,0.006994588,0.008337509,0.002554461,0.0165546,0.6757597,0.0006901588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005192668,0.0005265824,0.009560981,0.0005113818,0.0003334775,0.9320408,0.04526179,0.0002117534,0.006360709],"genre_scores_gemma":[0.004893206,0.0002541671,0.0116886,0.0002977253,0.0000371476,0.9752068,0.007054436,0.0000224281,0.0005454621],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05062629,"threshold_uncertainty_score":0.242113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4440607867058527,"score_gpt":0.5890265978356534,"score_spread":0.1449658111298007,"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."}}