{"id":"W2516552452","doi":"10.1007/s13187-016-1091-5","title":"Developing and Evaluating Multimedia Patient Education Tools to Better Prepare Prostate-Cancer Patients for Radiotherapy Treatment (Randomized Study)","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Randomized controlled trial; Radiation therapy; Prostate cancer; Medical physics; Prostate; Cancer; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002126703,0.0001647466,0.0003467522,0.0001269663,0.00007830182,0.00004848675,0.00007228125,0.00002177232,0.00006294801],"category_scores_gemma":[0.00004180598,0.0001028095,0.00008473145,0.00008151858,0.0000212806,0.0003623452,0.00000755781,0.00003324236,1.423691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008344838,"about_ca_system_score_gemma":0.001116856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009806106,"about_ca_topic_score_gemma":0.000008529379,"domain_scores_codex":[0.9988632,0.00009766901,0.0005125918,0.0001892529,0.0001878567,0.0001494874],"domain_scores_gemma":[0.9982831,0.0001961328,0.0006567126,0.0001078159,0.0006730739,0.00008319294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.002303995,0.0005012606,0.136553,0.000008554789,0.0001841951,8.703249e-9,0.00523249,0.00001564594,0.001178916,0.00002374867,0.000556044,0.8534422],"study_design_scores_gemma":[0.3432274,0.01956613,0.1980955,0.007733322,0.002083434,0.000005326013,0.01095843,0.0007939714,0.1650535,0.01506399,0.2337275,0.003691643],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599441,0.001130734,0.03344142,0.001380861,0.0008374216,0.00321392,0.00002637295,0.000009379202,0.00001583858],"genre_scores_gemma":[0.8458519,0.0004505403,0.1470483,0.0003810257,0.001153651,0.004853596,0.000008948214,0.00004228208,0.0002097698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497505,"threshold_uncertainty_score":0.4192452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052177465212184,"score_gpt":0.4171758676752547,"score_spread":0.3966540930231328,"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."}}