{"id":"W4394766814","doi":"","title":"Xdemvy<sup>TM</sup> (Lotilaner Ophthalmic Solution) 0.25% Topical Solution for the Treatment of <i>Demodex</i> Blepharitis.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Demodex; Erythema; Dermatology; Medicine; Blepharitis; Saturn; Mite; Biology; Physics","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":[0.0003282198,0.0004024912,0.000620918,0.0001663535,0.0001890821,0.0001774691,0.0003023602,0.0003027681,0.00814262],"category_scores_gemma":[0.0001489925,0.0001568202,0.0002828023,0.00009180977,0.0001972749,0.0002067721,0.0001285145,0.0005437049,0.001154624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256798,"about_ca_system_score_gemma":0.0004126341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288956,"about_ca_topic_score_gemma":0.00104985,"domain_scores_codex":[0.9999025,0.0000252858,0.000008634023,0.00002068336,0.00001567977,0.00002721132],"domain_scores_gemma":[0.9999009,0.00002132118,0.00002325033,0.00000980379,0.000007985916,0.00003672961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.127004,0.01266935,0.007014757,0.001954535,0.0002644007,0.0006408534,0.0001594628,0.0005622444,0.6089696,0.0006546639,0.00855406,0.231552],"study_design_scores_gemma":[0.04510995,0.5972577,0.05277454,0.0001905519,0.0005666328,0.004318488,0.0001874782,0.001716551,0.2484304,0.000252985,0.04914078,0.00005402214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9671142,0.01079954,0.002787638,0.0004117349,0.000243902,0.001884929,0.001097501,0.0003365961,0.01532397],"genre_scores_gemma":[0.9854956,0.002345863,0.002432051,0.0003580122,0.0001022033,0.0005894941,0.0009991035,0.00002192429,0.007655678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00814262,"threshold_uncertainty_score":0.0272398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405273704379789,"score_gpt":0.2715026183600933,"score_spread":0.2374498813162954,"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."}}