{"id":"W4387015733","doi":"10.1016/j.jaad.2023.07.768","title":"41437 M89PF mitigates topical retinoid skin irritation and is an adjunct in anti-aging treatment","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Windsor Clinical Research; Western University","funders":"","keywords":"Medicine; Adjunct; Retinoid; Irritation; Dermatology; Skin irritation; Immunology; Retinoic acid","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":[0.000138733,0.00008540722,0.0004180612,0.0002658073,0.00003933756,0.000005262318,0.00008402989,0.00004991591,0.00001107574],"category_scores_gemma":[0.00008870257,0.00005555073,0.00008789147,0.0003626366,0.0002249955,0.00007107708,0.00002794311,0.0002828343,0.000002387725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869488,"about_ca_system_score_gemma":0.00003431778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003736185,"about_ca_topic_score_gemma":0.000001673271,"domain_scores_codex":[0.9990473,0.0001650654,0.0003907358,0.0001020222,0.000143773,0.0001511062],"domain_scores_gemma":[0.9993145,0.0001109589,0.0004136145,0.00006320502,0.00002457545,0.0000731819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002057345,0.0001321018,0.8924055,0.00007249659,0.000131836,0.0001677079,0.003007164,0.00002073437,0.05473977,0.0001459961,0.001213965,0.04775707],"study_design_scores_gemma":[0.001437351,0.0002623739,0.910238,0.0001579131,0.00006960682,0.005255635,0.001726017,0.0006443884,0.07751851,0.0006332953,0.001985731,0.00007121322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297679,0.00019487,0.00001732941,0.0698197,0.00005721072,0.0000923007,9.593244e-7,0.000008715032,0.00004100455],"genre_scores_gemma":[0.9971289,0.000415663,0.0004139941,0.001919172,0.00006812684,0.00000215033,4.416312e-7,0.00000802385,0.00004353925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06790052,"threshold_uncertainty_score":0.2265293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897867758884747,"score_gpt":0.3426793222418117,"score_spread":0.3137006446529642,"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."}}