{"id":"W2793384283","doi":"10.1136/eb-2018-102869","title":"Hospital passports require standardisation to improve patient safety and person-centred care for those with intellectual disability","year":2018,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Patient safety; Intellectual disability; Health care; Nursing; Medicine; Medical emergency; Psychiatry; Political science; Law","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0008630152,0.0004357921,0.0006696444,0.0001435835,0.001817568,0.00005446266,0.0001699962,0.0008638735,0.0002178785],"category_scores_gemma":[0.003246868,0.0003422526,0.0001113139,0.0002167788,0.000404725,0.0004704964,0.00003407132,0.001605288,0.00002513507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119206,"about_ca_system_score_gemma":0.001643514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881889,"about_ca_topic_score_gemma":0.00005527739,"domain_scores_codex":[0.9957703,0.0005886749,0.001003101,0.0007474773,0.0009135016,0.0009769315],"domain_scores_gemma":[0.9947574,0.002713935,0.000688381,0.0005584059,0.0009002659,0.0003816306],"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":[0.00253543,0.00004321898,0.001762149,0.007862565,0.00002155009,0.0000062608,0.1833724,0.00001197565,0.000001553575,0.000007962431,0.6177657,0.1866092],"study_design_scores_gemma":[0.002141223,0.00710403,0.001261457,0.05916328,0.0002311807,0.000001762908,0.08619798,0.001354949,0.00003705365,0.00005205263,0.8414999,0.0009551613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03899573,0.001892671,0.03906573,0.9010046,0.005539547,0.01179268,0.001021115,0.000288698,0.0003992462],"genre_scores_gemma":[0.5364986,0.0001647731,0.007664264,0.4362331,0.01400859,0.001707036,0.0029554,0.0002340968,0.0005341677],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4975029,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140822720966403,"score_gpt":0.4009379559368987,"score_spread":0.2601152349704957,"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."}}