{"id":"W2007317588","doi":"10.1007/s13187-010-0183-x","title":"Effective Teaching Strategies and Methods of Delivery for Patient Education: A Systematic Review and Practice Guideline Recommendations","year":2010,"lang":"en","type":"review","venue":"Journal of Cancer Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":334,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; McMaster University; Grand River Hospital; Sudbury Regional Hospital; Ontario Clinical Oncology Group; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; University Health Network; Cancer Care Ontario","keywords":"Medicine; Guideline; Medical education; Teaching method; Anxiety; Recall; Multimedia; Psychology; Pedagogy; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["metaepi_broad"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":["metaepi_broad"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004217071,0.0002926648,0.002119932,0.000381056,0.0004618234,0.00003541703,0.00029403,0.0003014927,0.00002484458],"category_scores_gemma":[0.01175137,0.0002260799,0.000204304,0.0002322201,0.00005688201,0.0007881903,0.0001016117,0.001573176,8.696946e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367931,"about_ca_system_score_gemma":0.01439292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267706,"about_ca_topic_score_gemma":0.00005178377,"domain_scores_codex":[0.9876434,0.008012318,0.00370116,0.000232353,0.0002234039,0.0001873151],"domain_scores_gemma":[0.9729791,0.01095341,0.01092058,0.0005659101,0.004411796,0.0001691809],"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":[0.000008846054,0.00008795445,0.00000243373,0.4528334,0.0001189032,1.313494e-8,0.00229466,8.086494e-8,4.294907e-7,0.0004484499,0.005348551,0.5388563],"study_design_scores_gemma":[0.00008039662,0.0001144684,0.000001976298,0.3788385,0.004338831,0.00004103794,0.01540907,0.000002108148,1.861744e-7,0.0002678575,0.6007901,0.0001153768],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003902049,0.9799297,0.0008183412,0.007005887,0.002747225,0.009154704,0.00005230776,0.000008578358,0.000279308],"genre_scores_gemma":[0.00001084163,0.86879,0.1238175,0.001848888,0.0003733793,0.00499999,0.00007170882,0.00003838088,0.00004926429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5954416,"threshold_uncertainty_score":0.9965731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071370985328947,"score_gpt":0.6437488558854468,"score_spread":0.4366117573525521,"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."}}