{"id":"W3201108917","doi":"10.21203/rs.3.rs-701601/v1","title":"TumorSelect® Technology Enhancing the Safety and Efficacy of Cancer Chemotherapy","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prompt (Canada)","funders":"","keywords":"Prodrug; Paclitaxel; Toxicity; Chemotherapy; Cancer; Pharmacology; Drug; Medicine; Drug delivery; Cancer cell; Cancer research; Oncology; Internal medicine; Chemistry","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":[0.0002760839,0.0002068404,0.000163389,0.000563947,0.0001844913,0.0005262531,0.0001698005,0.0004221888,0.002391972],"category_scores_gemma":[0.0003545169,0.0001474675,0.0002058737,0.0001895592,0.0002560853,0.0004116059,0.0003244099,0.0005154781,0.001129691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233763,"about_ca_system_score_gemma":0.0004627855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000310093,"about_ca_topic_score_gemma":0.0002512939,"domain_scores_codex":[0.9997366,0.00004340965,0.00001454701,0.00004524444,0.0001288397,0.00003137493],"domain_scores_gemma":[0.9997662,0.00007048979,0.00006636469,0.00001860373,0.00005758446,0.00002079862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001567522,0.0000821827,0.000445051,0.0001111519,0.00000796354,0.0001134102,0.00003166761,0.0006311579,0.9581203,0.002916987,0.0009988688,0.03638449],"study_design_scores_gemma":[0.00004281345,0.0006943406,0.001123296,0.0000142547,0.00002449269,0.0005906802,0.00001499966,0.003516119,0.9767609,0.0003388677,0.01686709,0.00001216954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7929116,0.01121246,0.1427124,0.001388577,0.0003775471,0.0004983493,0.0005520764,0.002404432,0.04794258],"genre_scores_gemma":[0.9570392,0.002599796,0.02701583,0.000414881,0.00009086764,0.0001808791,0.0002777875,0.0001062213,0.01227445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002391972,"threshold_uncertainty_score":0.008001924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728219258120396,"score_gpt":0.358890964735065,"score_spread":0.341608772153861,"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."}}