{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006776932,0.00008215513,0.0002670755,0.00004291649,0.0002867809,0.00001731885,0.00007307867,0.0001576824,0.0002575057],"category_scores_gemma":[0.0006699212,0.00004055306,0.00001116556,0.0002621503,0.0002081769,0.0004042643,0.0001016592,0.0001693931,0.000007197812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008503182,"about_ca_system_score_gemma":0.0002244849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004084171,"about_ca_topic_score_gemma":0.00006694582,"domain_scores_codex":[0.9980273,0.0006378731,0.0008815682,0.0000980542,0.0001714592,0.0001837186],"domain_scores_gemma":[0.9982777,0.001000596,0.0003342115,0.0001040799,0.0002195668,0.00006384111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923612,0.0003276921,0.9730166,0.00006209633,0.000003782186,8.768988e-7,0.01767861,1.726305e-7,3.128288e-8,0.007384596,0.00001316303,0.00122003],"study_design_scores_gemma":[0.001481758,0.0005869292,0.9520184,0.00002329062,0.000001660223,0.000003410031,0.04477274,0.00006015572,0.000001165415,0.0003499282,0.0006572474,0.00004330989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952973,0.00001813228,0.00004524097,0.0003266264,0.0001181378,0.0005797394,0.00001417585,0.00001232399,0.003588374],"genre_scores_gemma":[0.9979053,0.000005721643,0.00007667344,0.001776874,0.000007689359,0.0002103526,0.000009256701,8.75844e-7,0.000007262794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02709413,"threshold_uncertainty_score":0.2819507,"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."}}