{"id":"W2324550358","doi":"10.1097/00000446-200602000-00037","title":"Tools to Predict Survival","year":2006,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu Grace Healthcare","funders":"","keywords":"Windsor; Psychology; Nursing; Medicine; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013443,0.00009491514,0.0004598229,0.0001652731,0.00002411758,0.00001154109,0.00008615004,0.00001943893,0.00002672685],"category_scores_gemma":[0.000194345,0.00007744291,0.0001334137,0.0003226613,0.0001668543,0.00008842528,0.000006639864,0.0001460089,0.000005697307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228895,"about_ca_system_score_gemma":0.00009684624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006308897,"about_ca_topic_score_gemma":0.000001719011,"domain_scores_codex":[0.99893,0.00005087499,0.0003965552,0.00008453809,0.0003529554,0.000185111],"domain_scores_gemma":[0.9990169,0.000149784,0.0003135372,0.0001122111,0.0002541261,0.0001534141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001231138,0.0005491556,0.2317488,0.00003149288,0.0001964951,0.0002479141,0.003820709,0.0002448157,0.02730666,0.0002412052,0.0194938,0.7148878],"study_design_scores_gemma":[0.004581952,0.01255074,0.7699983,0.01482399,0.0008884619,0.0009660203,0.02525538,0.000112886,0.04270432,0.0008015572,0.1267105,0.0006059508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766465,0.0007760866,0.005228807,0.00250065,0.0004238138,0.00006823898,0.000005581679,0.00001163192,0.01433865],"genre_scores_gemma":[0.9845591,0.00006413772,0.01408963,0.0002339465,0.0008970643,3.982501e-7,0.000002330238,0.0000148175,0.0001385655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142819,"threshold_uncertainty_score":0.3158031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214145690723062,"score_gpt":0.4369636559701426,"score_spread":0.3155490868978365,"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."}}