{"id":"W2899873017","doi":"10.2196/11856","title":"A Nurse-Led Self-Management Support Intervention (ZENN) for Kidney Transplant Recipients Using Intervention Mapping: Protocol for a Mixed-Methods Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nierstichting; ZonMw","keywords":"Intervention (counseling); Protocol (science); Medicine; Intervention mapping; Nursing; Self-management; Computer science; Alternative medicine; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01157498,0.0003202176,0.0005116505,0.0009622467,0.0004364412,0.0002513912,0.0004369645,0.0001416697,0.0004039039],"category_scores_gemma":[0.0004669533,0.0002892765,0.0004346586,0.0008960957,0.0001428604,0.0003896913,0.0001605466,0.00029926,0.00003562505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007868487,"about_ca_system_score_gemma":0.0001802963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345346,"about_ca_topic_score_gemma":0.00001121951,"domain_scores_codex":[0.9951351,0.001000157,0.00104532,0.0009917192,0.0008457209,0.0009819447],"domain_scores_gemma":[0.9971119,0.0001564397,0.0003154396,0.0008683694,0.001175,0.0003728775],"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":[0.04460801,0.1229414,0.1487123,0.05575894,0.002803941,0.00002170265,0.01404491,0.000001473567,0.004961408,0.001184908,0.1523345,0.4526265],"study_design_scores_gemma":[0.07626787,0.06398948,0.1258095,0.02121595,0.000374918,0.000005671727,0.006469255,0.01019112,0.004488596,0.002490457,0.6878463,0.0008508607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01679534,1.758588e-7,0.01781246,0.0002029832,0.0001189173,0.963883,0.00002821182,0.0001816254,0.0009772548],"genre_scores_gemma":[0.008010489,2.964439e-8,0.02902702,0.00004931875,0.0003105385,0.9594036,0.0001609113,0.00007281249,0.002965276],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5355118,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3092137151177036,"score_gpt":0.6198828337571876,"score_spread":0.310669118639484,"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."}}