{"id":"W2039086985","doi":"10.1103/physreve.75.031902","title":"Modeling fractal-like drug elimination kinetics using an interacting random-walk model","year":2007,"lang":"en","type":"article","venue":"Physical Review E","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fractal; Kinetics; Random walk; Statistical physics; Residence time (fluid dynamics); Homogeneous; Term (time); Mathematics; Physics; Statistics; Mathematical analysis; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965356,0.0005184114,0.0007379421,0.0005668927,0.0002971193,0.0006230919,0.001125759,0.001399832,0.0009807111],"category_scores_gemma":[0.001264842,0.0003156652,0.0009831627,0.0003965646,0.0005141199,0.0009640827,0.0003907864,0.000604597,0.0002144256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006548717,"about_ca_system_score_gemma":0.0005929577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441468,"about_ca_topic_score_gemma":0.001900146,"domain_scores_codex":[0.999826,0.00004876025,0.00001064834,0.00003052718,0.0000428371,0.00004134994],"domain_scores_gemma":[0.9995075,0.0002305599,0.0001298047,0.00003614391,0.00005605445,0.00004002021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003807161,0.0000544324,0.00060066,0.00004285371,0.00003882028,0.0002532574,0.00004910068,0.9456196,0.008640884,0.04209663,0.0002363254,0.002329371],"study_design_scores_gemma":[0.000007765974,0.00001218229,0.00006556996,0.000001636895,0.000006742133,0.00002532882,0.000002597609,0.9965527,0.0003694399,0.002771351,0.0001789171,0.000005711006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3233263,0.0007818239,0.6665804,0.0007384365,0.0001325231,0.00008262997,0.0001954519,0.0003764178,0.007785982],"genre_scores_gemma":[0.95507,0.0005938191,0.03845974,0.000130605,0.00004683832,0.0001372345,0.0001077026,0.00005336376,0.005400712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003441468,"threshold_uncertainty_score":0.006842911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316923641097439,"score_gpt":0.424197053964402,"score_spread":0.2925046898546582,"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."}}