{"id":"W3076121031","doi":"10.2196/22024","title":"The Kidney Score Platform for Patient and Clinician Awareness, Communication, and Management of Kidney Disease: Protocol for a Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Medicine; Disease; Population; Veterans Affairs; Intervention (counseling); Physical therapy; Intensive care medicine; Internal medicine; Nursing","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":[0.06080903,0.003220385,0.00410486,0.002644463,0.004900404,0.004112097,0.003479524,0.004907825,0.08581049],"category_scores_gemma":[0.06693453,0.003132308,0.004361378,0.002768495,0.00210596,0.002854394,0.00302887,0.006596524,0.01592023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006774588,"about_ca_system_score_gemma":0.02452442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477414,"about_ca_topic_score_gemma":0.008280631,"domain_scores_codex":[0.967849,0.02124013,0.004193244,0.001954185,0.003086431,0.001676934],"domain_scores_gemma":[0.9533963,0.01611188,0.005417434,0.007553659,0.01502238,0.002498294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2285256,0.05053709,0.008590795,0.07008862,0.003018904,0.001672251,0.009576391,0.008967133,0.006323338,0.03184639,0.2814338,0.2994197],"study_design_scores_gemma":[0.3448671,0.03379234,0.02704544,0.03302903,0.001640603,0.0004305654,0.005207258,0.007313977,0.005946195,0.02408357,0.5157695,0.0008745393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008116505,0.0000691188,0.002047502,0.0001534053,0.0001232571,0.994678,0.001365132,0.00006477673,0.0006871955],"genre_scores_gemma":[0.0002818753,0.00002187213,0.001443999,0.00004394235,0.000005626718,0.9980183,0.00007176276,0.000002862582,0.0001098029],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08581049,"threshold_uncertainty_score":0.3215927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3133072250700009,"score_gpt":0.5887723924458217,"score_spread":0.2754651673758208,"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."}}