{"id":"W2086438758","doi":"10.1016/j.cger.2004.08.002","title":"Models, Standards, Guidelines","year":2005,"lang":"en","type":"article","venue":"Clinics in Geriatric Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Palliative care; Nursing; Process (computing); Quality of life (healthcare); Quality (philosophy); Process management","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":[0.001892383,0.0002006753,0.0008498843,0.0003371674,0.00002370403,0.000002560517,0.0001574637,0.0001717112,0.0004216656],"category_scores_gemma":[0.0042804,0.0001499916,0.0001087953,0.0006038214,0.0001572958,0.00008604414,0.00005009472,0.0002958371,0.00001690543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498692,"about_ca_system_score_gemma":0.0003428414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008200679,"about_ca_topic_score_gemma":0.0000331897,"domain_scores_codex":[0.9972497,0.00005397145,0.001384674,0.0003232379,0.0007040742,0.00028433],"domain_scores_gemma":[0.9978328,0.0004542651,0.0002620658,0.0004534945,0.0008165462,0.0001807959],"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":[0.001742112,0.0007537862,0.1084399,0.0009332637,0.0002769174,0.000235386,0.006389331,0.002179353,0.0005087011,0.007308431,0.4583403,0.4128926],"study_design_scores_gemma":[0.009849362,0.0009514909,0.002055897,0.002359726,0.0002666349,0.0000264418,0.00130061,0.01509743,0.0003297777,0.004685005,0.9627742,0.0003033945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5788313,0.2230852,0.01766606,0.05308461,0.003311533,0.001545236,0.0001294,0.0002898748,0.1220567],"genre_scores_gemma":[0.7671994,0.1320391,0.07804407,0.008107021,0.009182926,0.00004013202,0.0001385476,0.00009897049,0.005149794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5044339,"threshold_uncertainty_score":0.6116478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.287399344002425,"score_gpt":0.5238612715796636,"score_spread":0.2364619275772386,"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."}}