{"id":"W1520015039","doi":"10.1023/a:1013164609041","title":"Drug Resistance in Cancer: A Perspective","year":2001,"lang":"en","type":"review","venue":"Cancer and Metastasis Reviews","topic":"Cancer therapeutics and mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malignancy; Drug; Medicine; Cancer; Drug resistance; Bioinformatics; Intensive care medicine; Computational biology; Biology; Pharmacology; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002670568,0.002159527,0.00428743,0.003434275,0.0007627343,0.003486939,0.002571815,0.004847527,0.005266675],"category_scores_gemma":[0.002090844,0.000613855,0.001029133,0.003916217,0.001965557,0.005933161,0.001281686,0.006536521,0.004048554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096951,"about_ca_system_score_gemma":0.001904251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644982,"about_ca_topic_score_gemma":0.003931811,"domain_scores_codex":[0.9993852,0.0001589476,0.00007678982,0.0001016998,0.0002142208,0.00006310386],"domain_scores_gemma":[0.9984044,0.0008496185,0.0001115574,0.00004191336,0.0004160137,0.0001765451],"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":[0.0002379337,0.0001524362,0.0002402915,0.01266256,0.000143667,0.0005422204,0.0001135878,0.0007014459,0.001698114,0.01335278,0.1837861,0.786369],"study_design_scores_gemma":[0.00005193551,0.0001381924,0.0002876299,0.002668402,0.00009031018,0.001453388,0.0001022972,0.0001415612,0.0001682885,0.004398969,0.9904778,0.0000212479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002765659,0.9971232,0.0001827014,0.001010393,0.001110125,0.000002564916,0.000005437727,0.000008623724,0.0005291806],"genre_scores_gemma":[0.0002474206,0.9968689,0.0002292517,0.0008789368,0.001177492,0.000006095436,0.00001147549,0.000001535559,0.0005789722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005266675,"threshold_uncertainty_score":0.01761878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07650452209154886,"score_gpt":0.3996518368889649,"score_spread":0.3231473147974161,"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."}}