{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001988574,0.0001747587,0.0007399755,0.0007735604,0.00008702743,0.00003066172,0.0001557346,0.0001282698,0.0003788883],"category_scores_gemma":[0.0001261723,0.0001137135,0.0002216069,0.0004137556,0.0002299487,0.0001204777,0.00005012476,0.0004899881,0.00004235804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009721477,"about_ca_system_score_gemma":0.0003433535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001668723,"about_ca_topic_score_gemma":0.00004176963,"domain_scores_codex":[0.9983167,0.0001608476,0.000780143,0.0001528357,0.0002288589,0.0003606132],"domain_scores_gemma":[0.9987729,0.0002086116,0.000230493,0.0002648767,0.0003236507,0.0001994881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002082986,0.001343423,0.3182419,0.0007416811,0.002296092,0.5162796,0.0006828339,0.000004762699,0.001551631,0.007752796,0.1206096,0.02841281],"study_design_scores_gemma":[0.004572826,0.0004769967,0.01721191,0.000383312,0.0004482246,0.8765051,0.0009839506,0.00003690712,0.005320393,0.001863924,0.09205145,0.0001450405],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909895,0.0007962259,0.0003263945,0.03336081,0.001032469,0.0002626076,0.00000506984,0.00003256414,0.07319436],"genre_scores_gemma":[0.9870505,0.0004322273,0.001183563,0.001125353,0.00005633228,0.000005505269,0.000001728915,0.00001252121,0.01013228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602255,"threshold_uncertainty_score":0.46371,"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."}}