{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01155808,0.0007747347,0.0003959164,0.001336411,0.001563577,0.0009269561,0.002100347,0.0007798638,0.009898942],"category_scores_gemma":[0.03021625,0.0003874663,0.000739283,0.0004619199,0.0003641897,0.001220224,0.001808307,0.002014565,0.001816692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020452,"about_ca_system_score_gemma":0.01225758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009972265,"about_ca_topic_score_gemma":0.02173871,"domain_scores_codex":[0.9959418,0.002279708,0.0002215474,0.0002744436,0.0008125508,0.0004699567],"domain_scores_gemma":[0.9792022,0.007623328,0.0008782108,0.001367651,0.005812479,0.005116245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007250417,0.03140355,0.04219322,0.0008234389,0.0000821169,0.000629855,0.006758054,0.001929911,0.006515022,0.001215733,0.0568851,0.850839],"study_design_scores_gemma":[0.005404226,0.03014367,0.538146,0.005077949,0.0007985653,0.002032601,0.02930283,0.04257187,0.06423619,0.00635083,0.2750976,0.0008376998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226211,0.0004691472,0.1259858,0.01426951,0.00350966,0.04601924,0.003714172,0.007566087,0.07584535],"genre_scores_gemma":[0.5055801,0.0008029616,0.4399964,0.003010922,0.0004995037,0.02509204,0.003669737,0.000491773,0.02085657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155808,"threshold_uncertainty_score":0.06112576,"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."}}