{"id":"W3176017254","doi":"10.1002/hon.52_2880","title":"A CROSS‐SECTIONAL STUDY ON THE GLOBAL DIFFERENCES IN INFORMATION EXPERIENCES AND NEEDS OF PATIENTS WITH LYMPHOMA AND CLL","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada","funders":"","keywords":"Lymphoma; Medicine; Environmental health; Cross-sectional study; Oncology; Internal medicine; Dermatology; Pathology","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":[0.0015161,0.0001423618,0.0002692757,0.0008170857,0.0005145827,0.0007213273,0.0002037758,0.0004163528,0.001678463],"category_scores_gemma":[0.004022159,0.0002796809,0.0003412568,0.001503773,0.0005141351,0.001221941,0.0009953319,0.0006665156,0.000222815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744887,"about_ca_system_score_gemma":0.0004790663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103582,"about_ca_topic_score_gemma":0.005923191,"domain_scores_codex":[0.9990596,0.0004493005,0.0001028426,0.00008526749,0.0001288843,0.0001740749],"domain_scores_gemma":[0.9972559,0.0007957214,0.001095659,0.00009875765,0.0002801731,0.0004738157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005237567,0.00005965789,0.9932297,0.00002590697,0.00002406703,0.00007570894,0.004800028,0.00001663233,0.00008283522,0.00002144906,0.0001694965,0.001442006],"study_design_scores_gemma":[0.000007398324,0.0002612164,0.9816171,0.00002148817,0.00001413247,0.0002549801,0.01715218,0.00004487326,0.00002545806,0.00001993992,0.0005745911,0.000006673772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993768,0.00006957624,0.00002202996,0.00007341921,0.000001979864,0.00001079866,0.0001735592,6.609547e-7,0.0002711414],"genre_scores_gemma":[0.9995401,0.00007360753,0.00004497912,0.00009222025,0.000003010561,0.00002156854,0.0001465119,6.776802e-7,0.00007745872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005103582,"threshold_uncertainty_score":0.01014775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682991492794095,"score_gpt":0.432484977272421,"score_spread":0.3656550623444801,"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."}}