{"id":"W2014804582","doi":"10.4155/fmc.11.168","title":"Global Financial Challenge: Opportunities for Strengthening R&D Research in Targeted Drug Delivery","year":2011,"lang":"en","type":"editorial","venue":"Future Medicinal Chemistry","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Drug; Pharmacology; Finance; Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002691586,0.0005542065,0.0009938307,0.0001238588,0.0002446243,0.00002093348,0.0008428699,0.003850747,0.001047548],"category_scores_gemma":[0.001644569,0.000463979,0.0002664576,0.000275328,0.0007652782,0.0000466558,0.00025364,0.003352704,0.00001453296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243152,"about_ca_system_score_gemma":0.001448118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001843216,"about_ca_topic_score_gemma":0.0002979831,"domain_scores_codex":[0.9965052,0.0003900599,0.0007121401,0.0008727108,0.0003370202,0.001182871],"domain_scores_gemma":[0.9972035,0.001262949,0.0002379891,0.0005265307,0.0006334107,0.0001356368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001004755,0.0001592177,0.00001322117,0.0008187961,0.0001303688,0.00007404426,0.0002084997,3.514941e-8,0.001097949,0.00005789402,0.9830496,0.01338556],"study_design_scores_gemma":[0.001520167,0.0001632415,0.00001651991,0.000613136,0.0001367925,0.00001265043,0.001318303,5.200449e-7,0.002309589,0.001087075,0.9923699,0.0004520415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003153302,0.06448974,0.00004894772,0.00347815,0.9126871,0.0006715296,0.003369728,0.0001273211,0.01197419],"genre_scores_gemma":[0.003255694,0.005242549,0.00113574,0.0001385782,0.9713622,0.0002089215,0.004340656,0.00007985621,0.01423577],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05924719,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08930842523626,"score_gpt":0.3556195216305758,"score_spread":0.2663110963943158,"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."}}