{"id":"W2302151980","doi":"10.1007/s40271-016-0161-4","title":"Not Surprising: Patients Not Engaged and Not Using Public Healthcare Quality Information","year":2016,"lang":"en","type":"editorial","venue":"Patient","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Quality (philosophy); Health care; Public healthcare; Business; Public relations; Information quality; Internet privacy; Psychology; Public health; Medicine; Nursing; Computer science; Political science; Information system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001358748,0.0003346255,0.0005279782,0.0003870103,0.0003539215,0.0001643386,0.0001147575,0.0004440648,0.00003998122],"category_scores_gemma":[0.004752165,0.0002812989,0.00009846636,0.0001554878,0.00005834883,0.0006847611,0.0001570265,0.000821694,0.0000650988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227593,"about_ca_system_score_gemma":0.0003982298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003891348,"about_ca_topic_score_gemma":0.0000198339,"domain_scores_codex":[0.9965326,0.0004166099,0.000886086,0.0003738239,0.001325983,0.0004649039],"domain_scores_gemma":[0.9968066,0.000612798,0.0008170368,0.0004730915,0.001018105,0.0002723357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000514976,0.0003088621,0.01714626,0.002741232,0.0001514802,8.641501e-7,0.00493179,4.182464e-7,0.00004247427,0.00009825255,0.7917877,0.1822757],"study_design_scores_gemma":[0.002389002,0.0005337184,0.02620209,0.0006546524,0.0001477893,1.493426e-7,0.0003993351,0.0000311023,0.0002046349,0.00001802678,0.9689599,0.0004596483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.4612933,0.00003875476,0.00005828127,0.001379138,0.5350727,0.001069214,0.0003214692,0.00008842681,0.000678794],"genre_scores_gemma":[0.808703,0.00009412711,0.0002460619,0.001068159,0.1851536,0.00005947084,0.004380395,0.00004922198,0.0002459345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.349919,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06367645242850223,"score_gpt":0.3390241853623744,"score_spread":0.2753477329338722,"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."}}