{"id":"W13950329","doi":"10.1023/a:1013108524062","title":"The Role for Liposomal Drug Delivery in Molecular and Pharmacological Strategies to Overcome Multidrug Resistance","year":2001,"lang":"en","type":"review","venue":"Cancer and Metastasis Reviews","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Multiple drug resistance; P-glycoprotein; Drug resistance; Chemotherapy; Efflux; Cancer; Drug; Pharmacology; Medicine; Tumor progression; Function (biology); Biology; Bioinformatics; Cancer research; Immunology; Internal medicine; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.0009338856,0.0005751355,0.002650145,0.000133353,0.0001689477,0.00008446496,0.0002129907,0.0001527485,0.00002844142],"category_scores_gemma":[0.00003915113,0.0003191471,0.0005349807,0.0004147312,0.0001155428,0.00008497746,0.00005336312,0.0003883002,0.00000466433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324881,"about_ca_system_score_gemma":0.0002868021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003289271,"about_ca_topic_score_gemma":0.0007946115,"domain_scores_codex":[0.9973723,0.0001910096,0.0009595216,0.0007048664,0.0002119263,0.0005603796],"domain_scores_gemma":[0.9988515,0.0001844144,0.0002591677,0.000326074,0.0000679228,0.000310966],"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":[0.0001374897,0.00004456723,0.000006643928,0.01297173,0.0002027099,0.000057462,0.00009398658,3.333674e-7,0.00006856451,0.0003812207,0.0008144542,0.9852208],"study_design_scores_gemma":[0.0006903987,0.00004605151,0.00001300734,0.01050272,0.002694992,0.0000142416,0.0001123975,0.000001824784,0.00005420729,0.0001610337,0.9853613,0.0003478218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002521276,0.9937317,0.0001706062,0.0002572557,0.000223234,0.004796103,0.0001538849,0.00002252612,0.0003925409],"genre_scores_gemma":[0.00003346762,0.9927763,0.001964946,0.0003295055,0.000160888,0.002765961,0.00004544807,0.00005491755,0.001868548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.984873,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738366574998075,"score_gpt":0.3718330459789518,"score_spread":0.324449380228971,"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."}}