{"id":"W2152890358","doi":"10.2217/fon.11.37","title":"Improving Oncology Outcomes Through Targeted Therapeutics Will Require Electronic Delivery Systems","year":2011,"lang":"en","type":"review","venue":"Future Oncology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Oncology; Delivery system; Medical physics; Internal medicine; Pharmacology","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007592475,0.0008890686,0.004960755,0.0001425548,0.0002723256,0.00002717911,0.0004818845,0.002178242,0.0004736434],"category_scores_gemma":[0.0001309804,0.0005771306,0.0008657243,0.0003778774,0.0002456868,0.000300562,0.0003034837,0.002984121,0.0002667032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156484,"about_ca_system_score_gemma":0.002652353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202878,"about_ca_topic_score_gemma":0.00009650453,"domain_scores_codex":[0.9952221,0.001083255,0.001241832,0.0008591714,0.0002783671,0.001315266],"domain_scores_gemma":[0.9962356,0.001310003,0.00133587,0.0006482233,0.000229203,0.0002410993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002479883,0.0004148015,0.0000174454,0.009518757,0.003443564,0.000320979,0.0002668762,5.462932e-8,0.000003820692,0.004525172,0.002907578,0.9783329],"study_design_scores_gemma":[0.001265826,0.002627445,0.000005701289,0.0008758153,0.008903552,0.001069179,0.0003420709,0.000006549935,6.932201e-7,0.00007130876,0.9843035,0.000528357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006321598,0.9681877,0.00006234695,0.00205366,0.005315592,0.001983621,0.00005119779,0.0001807452,0.02215884],"genre_scores_gemma":[0.00004746776,0.9897322,0.0004438634,0.003707162,0.003730435,0.0003483492,0.0001439153,0.0001380732,0.001708553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9813959,"threshold_uncertainty_score":0.999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369107885402583,"score_gpt":0.4455667963993569,"score_spread":0.3086560078590986,"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."}}