{"id":"W2322650751","doi":"10.1097/01.cot.0000368445.05669.38","title":"Health Reform May Push End-of-Life Discussion Forward; ‘End-of-Life Planning Shouldn't Happen at the End of Life’","year":2010,"lang":"en","type":"article","venue":"Oncology Times","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"End-to-end principle; End-of-life care; Dead end; Gerontology; Psychology; Medicine; Computer science; Nursing; Social psychology; Computer security; Palliative care","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00125661,0.0003621603,0.001761219,0.0002415039,0.0001667804,0.000005739195,0.0004518164,0.0004666008,0.001694977],"category_scores_gemma":[0.001239612,0.0002002785,0.0003293256,0.0002959505,0.001195832,0.00012628,0.0003381073,0.000688806,0.00004617962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522771,"about_ca_system_score_gemma":0.002098702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216952,"about_ca_topic_score_gemma":0.001044249,"domain_scores_codex":[0.996795,0.0002513408,0.001310108,0.0004422381,0.000610917,0.0005904039],"domain_scores_gemma":[0.9963927,0.0008900696,0.001223267,0.0007748613,0.0002456972,0.0004734659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004041909,0.001120312,0.7716843,0.001643348,0.001246799,0.00004485561,0.01780257,0.00005662583,0.01920166,0.003080763,0.1190669,0.06100993],"study_design_scores_gemma":[0.005493297,0.003248138,0.071563,0.001528405,0.0003536862,0.00003960511,0.00736992,0.0001616357,0.02623403,0.0003078722,0.8832626,0.0004377968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647887,0.008852864,0.0001284134,0.04475294,0.00135336,0.001096205,0.0002857376,0.00008705293,0.07865469],"genre_scores_gemma":[0.9862489,0.001018635,0.002635646,0.001812324,0.000463086,0.00003966757,0.0001990874,0.00005851263,0.007524114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7641957,"threshold_uncertainty_score":0.9992176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757436772611585,"score_gpt":0.4278936915769594,"score_spread":0.3403193238508435,"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."}}