{"id":"W1876485267","doi":"10.3747/co.22.2351","title":"Revealing a Cancer Diagnosis to Patients: Attitudes of Patients, Families, Friends, Nurses, and Physicians in Lebanon—Results of a Cross-Sectional Study","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Feeling; Cancer; Cross-sectional study; Psychiatry; Internal medicine; Pathology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708356,0.000187,0.0005675078,0.0003042938,0.000188468,0.000004530818,0.0003450678,0.0001711069,0.00002097402],"category_scores_gemma":[0.001501302,0.0001863643,0.00004228908,0.000508407,0.0001666692,0.0001602072,0.0004204652,0.0005395743,0.000007646303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009418572,"about_ca_system_score_gemma":0.0007432479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007848063,"about_ca_topic_score_gemma":0.01311726,"domain_scores_codex":[0.9959191,0.001224832,0.001591684,0.0004329636,0.0004231838,0.0004082292],"domain_scores_gemma":[0.9956393,0.001028524,0.0009040404,0.0005107662,0.001736128,0.0001813057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005385803,0.00413153,0.9405432,0.0003167227,0.00002537646,2.213098e-7,0.04089856,0.00005314143,0.000001076584,0.00005029378,0.001886114,0.01155516],"study_design_scores_gemma":[0.006439836,0.001255991,0.9689711,0.000418127,0.00001915868,2.974449e-8,0.006327921,0.00002358387,0.00000583006,0.00003849697,0.01636184,0.0001380709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910064,0.001737023,0.00000332416,0.0002077731,0.002940639,0.002677809,0.001114997,0.00002521958,0.0002868074],"genre_scores_gemma":[0.996386,0.0003464399,0.0001625621,0.0001279673,0.00009276681,0.002648659,0.0001975277,0.0000210288,0.00001703733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03457064,"threshold_uncertainty_score":0.9987587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3655076054851136,"score_gpt":0.54553601397232,"score_spread":0.1800284084872064,"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."}}