{"id":"W4229064262","doi":"10.1097/nhh.0000000000001076","title":"Assessment and Management Tools for Advancing Disease","year":2022,"lang":"en","type":"article","venue":"Home Healthcare Now","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Advance care planning; Inclusion (mineral); Health care; Agency (philosophy); MEDLINE; Disease; Disease management; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00500685,0.00047318,0.0003993941,0.003560697,0.0004743055,0.00102082,0.0005765337,0.0004359473,0.003863676],"category_scores_gemma":[0.0132038,0.0001215608,0.0007979175,0.001809916,0.000347892,0.001083151,0.001755135,0.001043178,0.0009765094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008229174,"about_ca_system_score_gemma":0.001687926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370057,"about_ca_topic_score_gemma":0.005080444,"domain_scores_codex":[0.99668,0.001586701,0.0005797385,0.0001547405,0.0008319685,0.0001669067],"domain_scores_gemma":[0.9946489,0.001735882,0.001568981,0.0002886895,0.001436819,0.0003207552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000233574,0.0006962763,0.2730452,0.001150874,0.0001340526,0.0003336699,0.002248454,0.0007322943,0.001771559,0.005145247,0.03505312,0.6794558],"study_design_scores_gemma":[0.0002397904,0.001637714,0.8099844,0.002020628,0.000240008,0.004031099,0.003238422,0.003001948,0.002046206,0.009035933,0.1643896,0.0001341579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5730833,0.06601624,0.08892338,0.02113554,0.002322952,0.01074643,0.01427502,0.001854502,0.2216426],"genre_scores_gemma":[0.7655657,0.01604613,0.1893869,0.002290085,0.0004054277,0.005238639,0.005964391,0.00008610941,0.01501658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00500685,"threshold_uncertainty_score":0.02647907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06188079145312873,"score_gpt":0.4421710224207171,"score_spread":0.3802902309675883,"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."}}