{"id":"W2799437560","doi":"10.1016/j.pec.2018.04.014","title":"Development of a patient-centered video series to improve education before kidney transplantation","year":2018,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Health Education and Validation","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"March of Dimes Canada; University of Saskatchewan","funders":"Astellas Pharma Canada; University of Saskatchewan","keywords":"Patient education; Psychological intervention; Intervention (counseling); Transplantation; Medicine; Health literacy; Health care; Kidney transplantation; Patient satisfaction; Kidney transplant; Medical education; Psychology; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003545154,0.0001074745,0.0001098133,0.0001849069,0.0006036222,0.00006523709,0.00007704717,0.00006586443,0.0001363788],"category_scores_gemma":[0.0002292618,0.0001150461,0.00002151686,0.0003235053,0.00007362216,0.0003255082,0.000007800688,0.00005178848,0.00003689505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635415,"about_ca_system_score_gemma":0.004226575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004639128,"about_ca_topic_score_gemma":0.0007828536,"domain_scores_codex":[0.9986466,0.0001088577,0.0004726562,0.0002459001,0.0003162632,0.0002097291],"domain_scores_gemma":[0.9985703,0.00002438513,0.0002235388,0.0001231313,0.0007245862,0.0003340648],"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":[0.00003641532,0.000274565,0.000983831,0.00007840418,0.000004899111,1.084339e-8,0.4722557,3.042744e-7,0.0006494839,0.002108995,0.001159407,0.522448],"study_design_scores_gemma":[0.000190641,0.0003001974,0.002479795,0.0004122231,0.0000252941,0.000002016085,0.1824186,0.00002301931,0.01028548,0.0006404092,0.8029488,0.0002734731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990136,0.00006421263,0.0008006008,0.002709143,0.002919962,0.0007028768,0.000009420588,0.00003905304,0.002618782],"genre_scores_gemma":[0.9863736,0.00009816875,0.01018061,0.002397819,0.0003020234,0.000189772,0.000118083,0.00001108815,0.0003288384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8017894,"threshold_uncertainty_score":0.7497763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181335571241543,"score_gpt":0.3386933746820742,"score_spread":0.3168800189696588,"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."}}