{"id":"W4412099297","doi":"10.26452/fjphs.v5i3.779","title":"Comprehensive review on marketed products of skin creams","year":2025,"lang":"en","type":"article","venue":"Future Journal of Pharmaceuticals and Health Sciences","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Business; Dermatology; Medicine","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":[0.002509075,0.0001454935,0.0004738009,0.0001118253,0.0003442076,0.00001200052,0.0003119035,0.00009951692,0.0003003787],"category_scores_gemma":[0.00009009636,0.0001035327,0.00007856399,0.0006881206,0.0005177086,0.00007762139,0.00004507581,0.0006950352,0.000003479527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003167962,"about_ca_system_score_gemma":0.0005183865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002254219,"about_ca_topic_score_gemma":3.7797e-7,"domain_scores_codex":[0.9982153,0.0003097678,0.0007406392,0.0002103872,0.0002375155,0.0002863833],"domain_scores_gemma":[0.9984164,0.0003891253,0.0005128339,0.000103805,0.0003180667,0.0002597966],"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":[0.0005487846,0.001615339,0.004202002,0.01901554,0.0003822042,0.0000196137,0.0005748626,0.0001006671,0.04804216,0.01697278,0.4608888,0.4476373],"study_design_scores_gemma":[0.0007837295,0.0002827321,0.002879319,0.001035353,0.0001155124,0.00005105208,0.0002003965,0.00009987716,0.03802585,0.0004064903,0.9560195,0.0001001587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1776489,0.460058,0.00007273188,0.3477404,0.002307709,0.001120595,0.00006093167,0.00002642719,0.01096441],"genre_scores_gemma":[0.6105895,0.3202632,0.001084228,0.06681544,0.0009325667,0.00001589446,0.000003821118,0.000007743703,0.000287624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4951307,"threshold_uncertainty_score":0.4221942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070803106383567,"score_gpt":0.5566537489881807,"score_spread":0.349573438349824,"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."}}