{"id":"W2556980403","doi":"10.1007/s11425-016-0126-3","title":"Joint modeling of longitudinal proportional measurements and survival time with a cure fraction","year":2016,"lang":"en","type":"article","venue":"Science China Mathematics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mathematics; Fraction (chemistry); Joint (building); Statistics; Statistical model; Clinical trial; Survival analysis; Longitudinal data; Laplace transform; Applied mathematics; Econometrics; Medicine; Computer science; Data mining; Internal medicine; 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":[0.001942606,0.0001335717,0.0002815555,0.00008923741,0.0001374404,0.00003483004,0.0001542148,0.00003367099,0.0001336705],"category_scores_gemma":[0.002147097,0.00007041182,0.00002527408,0.0002355167,0.0004866087,0.0002487617,0.00006882535,0.00007219766,0.000006577418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005176781,"about_ca_system_score_gemma":0.0001436667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004852716,"about_ca_topic_score_gemma":0.000001310401,"domain_scores_codex":[0.9981942,0.00003004599,0.0003706272,0.00025984,0.0009183488,0.0002269794],"domain_scores_gemma":[0.9988835,0.0002083998,0.0002412786,0.0002431932,0.000321197,0.000102459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007676319,0.0009548173,0.008861307,0.0009146509,0.00008122897,0.000006719119,0.001605971,0.00007557791,0.1444785,0.8312861,0.00008209643,0.01157622],"study_design_scores_gemma":[0.0003320701,0.0001803371,0.003151181,0.0005631755,0.00004204776,0.0000284176,0.00008779047,0.0725427,0.00546829,0.9174239,0.000001072305,0.0001790212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3952126,0.000004594187,0.602223,0.0001075181,0.00003110774,0.000140378,0.000006803918,0.00002090029,0.00225309],"genre_scores_gemma":[0.6093372,0.000002886931,0.3905822,0.000002108133,0.00001424871,0.000005645579,1.529273e-7,0.000007690976,0.0000479487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2141245,"threshold_uncertainty_score":0.2871311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781515505676143,"score_gpt":0.3691602354751816,"score_spread":0.1910086849075673,"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."}}