{"id":"W2900148371","doi":"10.1093/geroni/igy023.1092","title":"TOO MUCH INFORMATION? EXPLORING THE ROLE OF ‘INFORMATION BURDEN’ IN THE EXPERIENCES OF CAREGIVERS FOR OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Compassion; Family caregivers; Health care; Information sharing; Nursing; Psychology; Qualitative research; Medicine","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":[0.0004758405,0.00004665699,0.00008022642,0.0003158835,0.00004862749,0.00001272255,0.0001142079,0.00002145927,0.000009679534],"category_scores_gemma":[0.000333321,0.0000310607,0.00001521069,0.0009041267,0.00005900758,0.001118625,0.00001833335,0.00006626482,0.000001817673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002386793,"about_ca_system_score_gemma":0.00003997942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444441,"about_ca_topic_score_gemma":0.000005415695,"domain_scores_codex":[0.999217,0.00001733462,0.0004545931,0.00003726214,0.0001891182,0.000084666],"domain_scores_gemma":[0.9991939,0.00009570955,0.0002160235,0.0001274807,0.0003618584,0.000005038974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008832961,0.00001399663,0.00792206,0.00009159527,0.00000429596,4.837658e-8,0.9347126,0.00002296463,0.0001092453,0.004762301,0.00008735959,0.05218523],"study_design_scores_gemma":[0.0015294,0.000113799,0.03595838,0.0004084681,0.000005495862,0.000001627397,0.9316875,0.002333406,0.02110666,0.0006975508,0.00609228,0.00006548233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954481,0.00001123154,0.000905331,0.000492074,0.0001305718,0.0004398024,0.000002273558,0.000006605869,0.002563983],"genre_scores_gemma":[0.9992939,0.00000297046,0.0002340313,0.0002607504,0.0000406446,0.0001308354,0.00003273955,0.000001483942,0.000002641716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05211975,"threshold_uncertainty_score":0.1266619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625391388906823,"score_gpt":0.2933245101326671,"score_spread":0.2570705962435989,"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."}}