{"id":"W4322762744","doi":"10.1097/jnr.0000000000000546","title":"Information Needs of Patients With Breast Cancer Undergoing Treatment in Vietnam and Related Determinants","year":2023,"lang":"en","type":"article","venue":"Journal of Nursing Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; MEDLINE; Intensive care medicine; Cancer; Oncology; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003990998,0.00005215196,0.0001797804,0.0007954001,0.00003967149,0.00001506859,0.00003359699,0.00004216599,0.00001315459],"category_scores_gemma":[0.00003831931,0.0000351124,0.00002661886,0.0008658723,0.00007061478,0.000223312,0.000008436931,0.0001827788,0.000001243134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969787,"about_ca_system_score_gemma":0.0003112369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613223,"about_ca_topic_score_gemma":0.0001570709,"domain_scores_codex":[0.9990089,0.0000539844,0.000267288,0.00002759087,0.0004713261,0.0001709221],"domain_scores_gemma":[0.9992359,0.00008628317,0.0001134479,0.00006568676,0.0004182036,0.00008051215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492897,0.0001373043,0.7216671,0.0001042494,0.00003118575,0.00001704278,0.02438088,0.00002704691,0.0000727039,0.000004275992,0.0001560292,0.2519093],"study_design_scores_gemma":[0.002992692,0.001225063,0.9770804,0.00307536,0.00002863511,0.00007656292,0.01515227,0.0001009743,0.0001233028,0.00006184497,0.00004663508,0.0000362692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983221,0.0001580967,0.000001448762,0.0008845757,0.0001239055,0.0001367694,0.00000728109,0.000003432909,0.0003624178],"genre_scores_gemma":[0.9994917,0.0003759364,0.000005340969,0.000005773622,0.00002449086,0.000002654022,0.000003109441,0.000006455592,0.00008452302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2554133,"threshold_uncertainty_score":0.1431842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684009182029569,"score_gpt":0.3800672002431114,"score_spread":0.3432271084228157,"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."}}