{"id":"W1502158624","doi":"10.1002/9780470669891.ch15","title":"Drug Penetration and Therapeutic Resistance","year":2010,"lang":"en","type":"other","venue":"","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Penetration (warfare); Drug; Drug resistance; Pharmacology; Medicine; Biology; Engineering; Microbiology; Operations research","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":[0.0002927492,0.0006693001,0.0006556001,0.0009543388,0.0002683181,0.001593883,0.0005477766,0.0007122576,0.03144871],"category_scores_gemma":[0.0003311728,0.0003369022,0.000433162,0.0009543533,0.0003848787,0.001385034,0.0006483785,0.001393555,0.008735307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110866,"about_ca_system_score_gemma":0.0003856937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209491,"about_ca_topic_score_gemma":0.001500288,"domain_scores_codex":[0.9996073,0.00005334981,0.00001810509,0.00008799713,0.0001860334,0.00004732539],"domain_scores_gemma":[0.9998875,0.0000354175,0.00002080359,0.00001301063,0.00002900044,0.00001426228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003463464,0.0003007583,0.001055286,0.002111739,0.00006296996,0.000494062,0.0001619246,0.001586472,0.2940827,0.03170935,0.08860064,0.5794879],"study_design_scores_gemma":[0.00003179559,0.0002887327,0.006449562,0.0003445756,0.00007171043,0.002533124,0.0001188586,0.001779842,0.1811826,0.01176901,0.7953824,0.00004777492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03935533,0.489702,0.02289429,0.009023397,0.001574484,0.0002359013,0.00438292,0.001201576,0.4316302],"genre_scores_gemma":[0.1489459,0.3894539,0.008473589,0.002852536,0.0008608368,0.0002371927,0.003192016,0.0007016625,0.4452824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03144871,"threshold_uncertainty_score":0.1052064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005714788504710456,"score_gpt":0.2326493559883891,"score_spread":0.2269345674836786,"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."}}