{"id":"W7160017038","doi":"10.5281/zenodo.14923412","title":"Вплив застосування пінки для відновлення шкіри \"SUN-EKT®\" на процеси регенерації шкіри після косметологічних процедур та видалення новоутворень","year":2023,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal Diversity and Health Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetology; Regeneration (biology); Dermabrasion; Clinical Practice; Skin lesion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001864007,0.0007212849,0.0007982624,0.00032392,0.01260013,0.001684356,0.002907726,0.0004796495,0.05109127],"category_scores_gemma":[0.001092913,0.0004891043,0.0004006834,0.003347187,0.0009508634,0.000724151,0.005411529,0.001143028,0.1119053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170588,"about_ca_system_score_gemma":0.00002547092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905596,"about_ca_topic_score_gemma":0.00005174894,"domain_scores_codex":[0.9928907,0.0009788773,0.000945593,0.001659256,0.001405861,0.002119708],"domain_scores_gemma":[0.9965828,0.0002396377,0.0004600435,0.000500585,0.001256309,0.0009605907],"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":[0.0004510287,0.0005554601,0.0005191471,0.0004077798,0.0002642364,0.0001727815,0.004248574,0.00002759888,0.006920418,0.006957326,0.8929669,0.08650875],"study_design_scores_gemma":[0.0007387655,0.001568356,0.05481033,0.0001826901,0.00009952227,0.00005540218,0.006109496,0.0002757612,0.0001630538,0.0006236076,0.9345468,0.0008261816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5973071,0.003018347,0.0001265303,0.04310866,0.002381612,0.003654225,0.00540657,0.007056133,0.3379408],"genre_scores_gemma":[0.9534383,0.006825108,0.00008169188,0.001635915,0.001909478,4.261879e-7,0.004350236,0.0005316482,0.03122717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561312,"threshold_uncertainty_score":0.999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10736662685699,"score_gpt":0.2657393943260732,"score_spread":0.1583727674690833,"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."}}