{"id":"W4412654528","doi":"10.1111/jocd.70302","title":"Real World Case Series: A.G.E. Interrupter Ultra Serum","year":2025,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; Holland Bloorview Kids Rehabilitation Hospital","funders":"L'Oreal USA","keywords":"Interrupter; Series (stratigraphy); Engineering; Electrical engineering; Biology","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":[0.0004204995,0.001625908,0.0006940673,0.001753027,0.001974859,0.001217043,0.001004755,0.003679682,0.00476324],"category_scores_gemma":[0.002240286,0.0005996198,0.001015762,0.001354287,0.0009746589,0.001082324,0.001069198,0.002347777,0.001495731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105294,"about_ca_system_score_gemma":0.000596482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028448,"about_ca_topic_score_gemma":0.00201291,"domain_scores_codex":[0.9991811,0.00009648644,0.0001043494,0.0002360551,0.0001713741,0.000210639],"domain_scores_gemma":[0.9984665,0.0003292782,0.000476502,0.0001530968,0.00008287292,0.0004918264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00005306906,0.0001019261,0.0105919,0.00004520889,0.00001632739,0.9836147,0.0001960527,0.0001183595,0.0008700204,0.0001796452,0.000838471,0.003374276],"study_design_scores_gemma":[0.000007845116,0.00006999101,0.002840615,0.00001235309,0.000009129345,0.9954298,0.0001224702,0.0001332303,0.0003196948,0.00005048706,0.0009985624,0.000005910954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582523,0.005441014,0.005173234,0.003347524,0.000533117,0.0002192294,0.0002578,0.0002234171,0.02655246],"genre_scores_gemma":[0.9943137,0.0007315597,0.001491414,0.0008720565,0.0003679951,0.00002958714,0.00007416567,0.00002644985,0.002093013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00476324,"threshold_uncertainty_score":0.01593465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02403899994376741,"score_gpt":0.3611150370133349,"score_spread":0.3370760370695675,"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."}}