{"id":"W2037637572","doi":"10.1016/j.oraloncology.2013.06.005","title":"Do multimedia based information services increase knowledge and satisfaction in head and neck cancer patients?","year":2013,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Head and neck cancer; Test (biology); Descriptive statistics; Patient satisfaction; Cancer; Family medicine; Post-hoc analysis; Randomized controlled trial; Physical therapy; Nursing; Internal medicine; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006019445,0.0001021972,0.0002208391,0.0001593856,0.0002354434,0.00002175991,0.00004571937,0.000246805,0.001034989],"category_scores_gemma":[0.0001415576,0.00008266063,0.00001006888,0.0001508043,0.00004089693,0.002819962,0.00006354625,0.0003486691,0.0002881395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001268,"about_ca_system_score_gemma":0.0003236646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006467,"about_ca_topic_score_gemma":0.01069507,"domain_scores_codex":[0.9982501,0.0004311646,0.0008500061,0.0001180259,0.00007623147,0.0002744552],"domain_scores_gemma":[0.9987599,0.0003185737,0.0003464026,0.0001025727,0.0002886456,0.0001838867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006563817,0.00003854884,0.7529606,0.0004469298,0.000001244043,4.795231e-8,0.004529908,0.000001228152,0.000002099277,0.00002519982,0.0007345978,0.2411939],"study_design_scores_gemma":[0.002473214,0.000123286,0.9069351,0.0001151902,0.000003172813,1.293393e-7,0.0005288523,0.01865098,0.000001394337,0.0000723132,0.07102095,0.0000754464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946414,0.00008336138,0.00002143277,0.0007249688,0.0003787356,0.001060486,0.00003213603,0.00003303173,0.003024438],"genre_scores_gemma":[0.9916488,0.00007730034,0.001456566,0.006213907,0.00004514171,0.0004256092,0.0001008157,0.000004379863,0.00002745987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411185,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973485801454763,"score_gpt":0.4332571098533164,"score_spread":0.4035222518387688,"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."}}