{"id":"W2549323287","doi":"10.1016/j.ijnurstu.2016.11.001","title":"Clinical effectiveness of individual patient education in heart surgery patients: A systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Meta-analysis; Medicine; MEDLINE; Physical therapy; General surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006370129,0.00156765,0.01274564,0.002188104,0.0004854921,0.00195039,0.001806668,0.002247325,0.00349759],"category_scores_gemma":[0.02246059,0.001048389,0.02110927,0.002721672,0.0007442665,0.001568052,0.001224727,0.002495916,0.0001975292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183553,"about_ca_system_score_gemma":0.002172398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515045,"about_ca_topic_score_gemma":0.01702744,"domain_scores_codex":[0.9949158,0.002059013,0.001559402,0.000617136,0.0006452795,0.0002033307],"domain_scores_gemma":[0.987433,0.009592193,0.001890592,0.0003336381,0.0005228583,0.0002276546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01142725,0.000347259,0.007682722,0.3733508,0.5712117,0.0001530815,0.0002233702,0.000538244,0.0003026322,0.0001306985,0.0006408578,0.03399146],"study_design_scores_gemma":[0.003891356,0.001272655,0.008644225,0.02392465,0.9602658,0.0001103445,0.0001429962,0.0002195631,0.0001500153,0.0001540562,0.00118721,0.00003723455],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02106232,0.9776062,0.0003374325,0.0001641514,0.0001959424,0.0001881899,0.0001795238,0.00001625809,0.0002500336],"genre_scores_gemma":[0.4185876,0.5763188,0.002568385,0.001081697,0.0003363527,0.0004152329,0.0003464973,0.00001735192,0.0003281356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01274564,"threshold_uncertainty_score":0.03368884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116110793005683,"score_gpt":0.5615391424946333,"score_spread":0.3499280631940651,"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."}}