{"id":"W3013741085","doi":"10.1136/ebnurs-2020-103260","title":"Dementia care and treatment issues","year":2020,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Dementia; Medicine; Psychology; Intensive care medicine; Disease; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005086041,0.0003828733,0.0007733037,0.000169402,0.00007954811,0.00003505078,0.00009752556,0.0003001475,0.0001056222],"category_scores_gemma":[0.0001812789,0.0003220896,0.0002203823,0.000162692,0.000225004,0.00009674061,0.00001355953,0.000449492,0.0000230794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898493,"about_ca_system_score_gemma":0.0002946791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745728,"about_ca_topic_score_gemma":0.000003662709,"domain_scores_codex":[0.9982762,0.0001404503,0.0003299577,0.0005043524,0.000439079,0.0003099677],"domain_scores_gemma":[0.9988381,0.0003528211,0.0001806096,0.0003327429,0.0001757999,0.0001199174],"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":[0.0001952246,0.00004665802,0.01431034,0.001924193,0.0003634987,0.001075113,0.006505308,0.000002759934,0.0003524138,0.000002931374,0.8694164,0.1058051],"study_design_scores_gemma":[0.0009809299,0.002005163,0.0003333432,0.05046496,0.001922638,0.00000785205,0.001029018,0.00004253355,0.0117856,0.00003018548,0.931074,0.0003237623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002649451,0.2812171,0.0001543801,0.7140794,0.0004114657,0.0005103846,0.00003905669,0.00008797085,0.0008507149],"genre_scores_gemma":[0.05935225,0.04043891,0.02716998,0.8503245,0.01902454,0.0001322656,0.001554772,0.0002833875,0.001719392],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2407782,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1970893226007677,"score_gpt":0.4312857061553165,"score_spread":0.2341963835545488,"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."}}