{"id":"W2007784749","doi":"10.1016/j.yrtph.2014.06.012","title":"Functional differentiation of cytotoxic cancer drugs and targeted cancer therapeutics","year":2014,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Patheon (Canada)","funders":"","keywords":"Cancer; Medicine; Drug; Pharmacy; Pharmacology; Intensive care medicine; Risk analysis (engineering); Family medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004307498,0.000165219,0.00036407,0.0001217712,0.0003853228,0.000001971861,0.00007120121,0.0003623466,0.002239202],"category_scores_gemma":[0.00002602277,0.0001480152,0.00003279252,0.00009328966,0.0003497699,0.00005499089,0.0000815676,0.0003902825,0.000009196991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005396691,"about_ca_system_score_gemma":0.0003025864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005007674,"about_ca_topic_score_gemma":0.00008044228,"domain_scores_codex":[0.9982561,0.0006100156,0.0003850733,0.000287797,0.0001091987,0.0003517425],"domain_scores_gemma":[0.9983323,0.001040007,0.0002961975,0.00009677909,0.0001309064,0.000103798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00071225,0.0001473049,0.3496659,0.0004532806,0.0004412202,9.583911e-7,0.002266148,0.0001161627,0.6261313,0.004306847,0.005447942,0.01031061],"study_design_scores_gemma":[0.003793976,0.0001701793,0.942935,0.0000772958,0.0003611426,0.000003372338,0.0001872852,0.003886927,0.03416164,0.0009165981,0.01328772,0.0002188393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925283,0.00171189,0.0003410577,0.001971312,0.002807848,0.0003413229,0.00002534944,0.00004763728,0.000225256],"genre_scores_gemma":[0.9941935,0.0009375158,0.00005782237,0.003278116,0.0005515576,0.0001567258,0.00000894617,0.00002010974,0.0007957033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5932691,"threshold_uncertainty_score":0.9986729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978441703502505,"score_gpt":0.3789939779811454,"score_spread":0.3392095609461203,"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."}}