{"id":"W2057200769","doi":"10.1016/j.jspi.2009.03.003","title":"General frailty model and stochastic orderings","year":2009,"lang":"en","type":"article","venue":"Journal of Statistical Planning and Inference","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mathematics; Multiplicative function; Stochastic ordering; Stochastic modelling; Applied mathematics; Statistics; Mathematical analysis","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":[0.0005263299,0.00009136315,0.0001968811,0.00008873745,0.000242868,0.0001279994,0.0001039124,0.00004979287,0.00001564718],"category_scores_gemma":[0.0004175926,0.00007852466,0.00002120555,0.00008682522,0.0002482679,0.0002198406,0.00002068934,0.0002242229,8.801882e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747372,"about_ca_system_score_gemma":0.00006749677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008743429,"about_ca_topic_score_gemma":0.00001383681,"domain_scores_codex":[0.998996,0.00005226943,0.0002756587,0.0001158838,0.0003395523,0.0002206864],"domain_scores_gemma":[0.999327,0.0001810181,0.0001430849,0.00004959668,0.0001141417,0.0001851638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001691267,0.0001676698,0.04195493,0.00005150157,0.00008222586,0.0001667523,0.01267106,0.02104387,0.000165422,0.8227515,0.004102898,0.09667307],"study_design_scores_gemma":[0.0008451317,0.0006358615,0.6359456,0.0002316339,0.0001041392,0.00002467978,0.001356271,0.0896649,0.000002949469,0.2691661,0.00161411,0.000408652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5533513,0.0003536041,0.4417576,0.0004699063,0.00009819937,0.00006282981,0.00001363625,0.00001467253,0.003878162],"genre_scores_gemma":[0.9837651,0.0001416563,0.01565023,0.0002695283,0.00009901757,5.080072e-7,8.256295e-7,0.000003169295,0.00007000079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939906,"threshold_uncertainty_score":0.3202143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300626722078061,"score_gpt":0.363052563037092,"score_spread":0.3200462958163114,"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."}}