{"id":"W3120960768","doi":"10.3390/molecules26020430","title":"A Global Review on Short Peptides: Frontiers and Perspectives","year":2021,"lang":"en","type":"review","venue":"Molecules","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":403,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"General Secretariat for Research and Technology; Ministry of Higher Education, Malaysia; Universiti Tunku Abdul Rahman; National Natural Science Foundation of China; Victoria University","keywords":"In silico; Computational biology; Aptamer; Biology; Nanotechnology; Biochemistry; Gene; 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":[0.00009291026,0.0004046906,0.0009643692,0.00003727158,0.00004967751,0.00004356306,0.0002432425,0.0002612837,0.00001617149],"category_scores_gemma":[0.0001022816,0.0003348268,0.0004768286,0.0001233104,0.0000909736,0.000001936226,0.0001701001,0.0001275978,0.00001564574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004059968,"about_ca_system_score_gemma":0.0001780232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004999096,"about_ca_topic_score_gemma":0.000007158225,"domain_scores_codex":[0.99847,0.0001467483,0.0002904506,0.000730939,0.0001343123,0.0002275215],"domain_scores_gemma":[0.9992425,0.000006616862,0.00008542253,0.0004873148,0.00008523982,0.00009289982],"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":[0.000006336481,0.00005117831,0.000009256956,0.006952602,0.0004577521,0.00005722361,0.00001101594,3.144165e-7,0.00001991493,0.00009316653,0.08692019,0.905421],"study_design_scores_gemma":[0.00004247337,0.0001847752,0.000004223176,0.02027617,0.0004223543,0.00009571047,0.00008257705,3.690953e-7,0.00002796747,0.000007396739,0.978496,0.0003599448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007310812,0.9969137,0.0001902682,0.00005162516,0.0001279538,0.0003385276,0.0001084205,0.00001026637,0.002186159],"genre_scores_gemma":[0.00003272707,0.9980148,0.0003023886,0.0004170758,0.0001588231,0.0000755212,0.0004050293,0.00003110816,0.0005625376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9050611,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481498717515294,"score_gpt":0.3256696143601275,"score_spread":0.2908546271849746,"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."}}