{"id":"W4256211436","doi":"10.3390/books978-3-0365-0387-5","title":"Novel Natural-based Biomolecules Discovery for Tackling Chronic Diseases","year":2021,"lang":"en","type":"book","venue":"","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research, Development and Innovation Office; International Science and Technology Cooperation Programme; Ministry of Science and ICT, South Korea; Fujian Normal University; Fundo para o Desenvolvimento das Ciências e da Tecnologia; Emberi Eroforrások Minisztériuma; Ministry of Science and Technology, Taiwan; Universidade de Macau; Ministry of Agriculture, Food and Rural Affairs; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Natural Science Foundation of Fujian Province; Queen's University; Ministry of Trade, Industry and Energy; Generalitat de Catalunya; National Research Foundation; Queen's University Belfast; National Research Foundation of Korea; Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry; Centres de Recerca de Catalunya","keywords":"Context (archaeology); Computational biology; Cancer therapy; Drug discovery; Disease; Medicine; Cancer; Bioinformatics; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707728,0.0007525746,0.0006293959,0.001204788,0.0003582708,0.00170666,0.000710751,0.0008627973,0.03974884],"category_scores_gemma":[0.0003395646,0.000268433,0.0006988275,0.001291075,0.0004050257,0.001753932,0.0008605329,0.001978353,0.02351541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005527997,"about_ca_system_score_gemma":0.0003931609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429311,"about_ca_topic_score_gemma":0.0009154759,"domain_scores_codex":[0.9998719,0.00001689135,0.000005307531,0.00002509515,0.00007035808,0.00001041837],"domain_scores_gemma":[0.9999042,0.00003727905,0.000008969652,0.000005427999,0.00002293526,0.000021293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001372028,0.0001082511,0.00009186851,0.003186246,0.00005120832,0.0002599614,0.0001226708,0.0005583903,0.02899108,0.03743149,0.4717843,0.4572775],"study_design_scores_gemma":[0.000009168606,0.00003212156,0.00009129913,0.000143846,0.000007489881,0.0002628391,0.00001218025,0.0001564109,0.001439477,0.003809048,0.9940293,0.00000694741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002426892,0.7130293,0.01882673,0.009471328,0.02294953,0.00018748,0.001006538,0.0009348448,0.2311674],"genre_scores_gemma":[0.007741719,0.363404,0.02456529,0.007210021,0.005389998,0.0001885332,0.001277632,0.0004058734,0.589817],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03974884,"threshold_uncertainty_score":0.1329731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288036971547142,"score_gpt":0.2798541872576239,"score_spread":0.2669738175421525,"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."}}