{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002134703,0.0004717654,0.001141139,0.001461817,0.0002084987,0.001243431,0.0007132908,0.0008708316,0.005276056],"category_scores_gemma":[0.003379579,0.000167293,0.0006776988,0.001930848,0.0004059374,0.001722118,0.0006283122,0.001225221,0.002075017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008552183,"about_ca_system_score_gemma":0.001305834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009354963,"about_ca_topic_score_gemma":0.001592086,"domain_scores_codex":[0.9992496,0.0002616964,0.0001045975,0.00008614824,0.0002638936,0.00003402694],"domain_scores_gemma":[0.9976898,0.001502317,0.0003157658,0.00009421123,0.0003557506,0.00004216353],"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":[0.00001960574,0.00007156873,0.0002495984,0.007523874,0.00006218153,0.00005794503,0.00003955089,0.0002426715,0.000663017,0.003310002,0.009029126,0.9787309],"study_design_scores_gemma":[0.0000360505,0.0002812226,0.00240419,0.01237181,0.0002280061,0.001001738,0.0002828858,0.0002337007,0.001831892,0.004390213,0.9769106,0.0000277234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008161796,0.9884877,0.001314071,0.003030705,0.0002247189,0.00004242505,0.00007696703,0.00003103161,0.005976182],"genre_scores_gemma":[0.004975929,0.9898386,0.002777475,0.0008899634,0.0001902582,0.00004965045,0.00005690944,0.000004963026,0.001216265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005276056,"threshold_uncertainty_score":0.01765019,"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."}}