{"id":"W3120590657","doi":"10.2147/cmar.s264526","title":"Information Needs of Breast Cancer Patients Attending Care at Tikur Anbessa Specialized Hospital: A Descriptive Study","year":2021,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Addis Ababa University","keywords":"Breast cancer; Information needs; Medicine; Residence; Family medicine; Descriptive statistics; Health care; Needs assessment; Cancer; Statistical significance; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00115113,0.0001221809,0.0002468495,0.0003836051,0.001050938,0.00004996167,0.0001712029,0.00008477901,0.001626267],"category_scores_gemma":[0.00006286149,0.0001003572,0.00003515014,0.0009642149,0.00008658249,0.001219853,0.0006843547,0.0004102687,0.00004742174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015825,"about_ca_system_score_gemma":0.0002901338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125087,"about_ca_topic_score_gemma":0.0002842908,"domain_scores_codex":[0.9972202,0.0005665051,0.000883219,0.0001328212,0.0006882148,0.0005090238],"domain_scores_gemma":[0.9971834,0.00009207184,0.0002807646,0.0002714175,0.002020381,0.0001519482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002188997,0.0001252403,0.8109571,0.002373277,0.00005291797,7.465094e-7,0.1469802,0.000001632397,0.000001905859,0.0003563201,0.009368173,0.02956364],"study_design_scores_gemma":[0.001968899,0.00008404176,0.6893036,0.0003643969,0.0000173228,3.948905e-8,0.2597543,0.00004096269,0.00001267037,0.00002492595,0.04833713,0.00009171319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776664,0.0004616775,0.00002427538,0.0005696929,0.0007934915,0.002398473,0.0002273908,0.00002507727,0.01783348],"genre_scores_gemma":[0.9946051,0.001166263,0.00003090759,0.0003331518,0.0001385982,0.0007874659,0.0001126325,0.000009640788,0.002816281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216534,"threshold_uncertainty_score":0.9992864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07851319219175304,"score_gpt":0.4778208369080851,"score_spread":0.3993076447163321,"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."}}