{"id":"W1898457092","doi":"10.1111/jjns.12022","title":"Challenges associated with delivering education to patients after heart surgery","year":2013,"lang":"en","type":"article","venue":"Japan Journal of Nursing Science","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Intervention (counseling); Medicine; Patient education; Scope (computer science); Nursing; Intensive care medicine; Physical therapy; Medical emergency; Computer science","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":[0.00111215,0.00007357969,0.00022715,0.0004545467,0.0001447201,0.00003490913,0.00006997766,0.00002204349,0.00001096477],"category_scores_gemma":[0.0003794514,0.0000551801,0.00004619472,0.0005406519,0.0001921938,0.0004473595,0.000007022962,0.000143164,0.00001275468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008363,"about_ca_system_score_gemma":0.00220585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006038911,"about_ca_topic_score_gemma":0.000003983848,"domain_scores_codex":[0.9984278,0.00002810562,0.0002811597,0.0001472276,0.0007337551,0.0003819361],"domain_scores_gemma":[0.9978217,0.00005622816,0.0001545098,0.0001199497,0.001008813,0.0008387963],"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":[0.0003162915,0.001004709,0.4169444,0.00007778085,0.000006997735,0.000003046301,0.005298339,0.000003058389,0.002309372,0.000009502543,0.000983607,0.5730428],"study_design_scores_gemma":[0.0002410971,0.000573425,0.995327,0.002420717,0.00001565437,0.0001117902,0.0006650403,0.000005684554,0.0005028968,0.00001392262,0.00006550935,0.00005727541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927155,0.0002389723,0.000005351335,0.004278098,0.000973917,0.0002382026,4.054432e-7,0.000007227663,0.001542334],"genre_scores_gemma":[0.9977336,0.00003207815,0.0007491274,0.001310333,0.0001487833,0.000005519476,4.184829e-7,0.00000784474,0.00001232341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5783826,"threshold_uncertainty_score":0.3913084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806530184613601,"score_gpt":0.3448048609604662,"score_spread":0.3067395591143302,"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."}}