{"id":"W2795256563","doi":"10.1080/10717544.2018.1455764","title":"Magnetically assisted intraperitoneal drug delivery for cancer chemotherapy","year":2018,"lang":"en","type":"article","venue":"Drug Delivery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Drug delivery; Chemotherapy; Drug; Tumor microenvironment; Medicine; Targeted drug delivery; Cancer research; Stroma; Pharmacology; Materials science; Pathology; Nanotechnology; Internal medicine; Tumor cells","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002488845,0.0003407005,0.0005085304,0.0001212435,0.0002809931,0.00005932924,0.0002189883,0.0001453887,0.001529265],"category_scores_gemma":[0.00002424873,0.0002934756,0.0002574944,0.0002457282,0.0004777417,0.0001424361,0.00005800667,0.0002234397,0.0001872272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340149,"about_ca_system_score_gemma":0.0003028146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009248923,"about_ca_topic_score_gemma":0.0005152425,"domain_scores_codex":[0.9977834,0.00003985201,0.0004365342,0.0005405012,0.0003799119,0.0008198596],"domain_scores_gemma":[0.9985653,0.0001232836,0.0001017672,0.000349828,0.0005352988,0.000324484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005284435,0.0009889035,0.004299079,0.0005943649,0.0005378932,0.0001867969,0.004896412,0.000001624842,0.448887,0.000982909,0.1340294,0.3993112],"study_design_scores_gemma":[0.00798389,0.001586599,0.04286827,0.0007252482,0.0005865551,0.0001987624,0.001473169,0.00258557,0.330685,0.0004931405,0.6095062,0.001307544],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862409,0.001492418,0.00005491068,0.00640983,0.0008707861,0.0007708074,0.00009159462,0.0002054813,0.003863266],"genre_scores_gemma":[0.9766527,0.0008604102,0.003859115,0.009561395,0.002681951,0.0001980526,0.00007472025,0.00008185411,0.006029794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754769,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426691071683101,"score_gpt":0.2734174934255194,"score_spread":0.2591505827086884,"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."}}