{"id":"W4414525616","doi":"10.1007/s13187-025-02732-w","title":"A Systematic Review on the Effective Teaching Strategies and Methods for Cancer Patient Education","year":2025,"lang":"en","type":"review","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Regional Health Centre; Public Health Ontario; Sunnybrook Health Science Centre; Juravinski Cancer Centre; Cancer Care Ontario; Princess Margaret Cancer Centre; Institute for Work & Health; Ottawa Regional Cancer Foundation; Occupational Cancer Research Centre; University Health Network","funders":"","keywords":"Inclusion (mineral); Context (archaeology); Cochrane Library; Systematic review; Patient education; MEDLINE; Health care; Teaching method","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007550114,0.0002659883,0.001729323,0.0002682993,0.000614086,0.00007394914,0.0002495967,0.00019321,0.00007040762],"category_scores_gemma":[0.004723622,0.0001366881,0.0002902253,0.0002683746,0.00002256664,0.0007010911,0.00002996919,0.001272794,0.000002713544],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379231,"about_ca_system_score_gemma":0.02402555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452368,"about_ca_topic_score_gemma":0.00001621575,"domain_scores_codex":[0.9907377,0.005395779,0.003282366,0.0001723742,0.0002053431,0.000206469],"domain_scores_gemma":[0.9852691,0.006348029,0.006689338,0.0003222962,0.00126598,0.0001053128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005540814,0.00003447982,0.000002548916,0.4880528,0.00005739956,3.444581e-9,0.001008755,1.349924e-7,8.516239e-9,0.001049494,0.004996537,0.5047923],"study_design_scores_gemma":[0.00003014746,0.00003878339,0.000008293537,0.5284832,0.0009532045,0.000001220862,0.001619846,0.000004323193,8.210294e-8,0.0003091398,0.468486,0.00006576159],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001139775,0.9788206,0.001299685,0.001889522,0.004782582,0.01224585,0.00002830243,0.000007841656,0.0009142581],"genre_scores_gemma":[0.000005979934,0.9719624,0.001707535,0.008323927,0.0006305811,0.01693813,0.00001821378,0.00001593639,0.0003972803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5047266,"threshold_uncertainty_score":0.9815073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07229973979808403,"score_gpt":0.6499266967709294,"score_spread":0.5776269569728454,"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."}}