{"id":"W4413743609","doi":"10.1038/d41586-025-02652-1","title":"Acne vaccines could offer robust defence","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Acne; Virology; Dermatology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000556477,0.0003629382,0.0002533053,0.0002277358,0.0002367305,0.0008016817,0.0002118799,0.001187203,0.01776677],"category_scores_gemma":[0.0005744012,0.0001200023,0.0004055703,0.00007985952,0.0005034877,0.00107996,0.0004819839,0.001756139,0.002020535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830489,"about_ca_system_score_gemma":0.0003538448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000255643,"about_ca_topic_score_gemma":0.0004160562,"domain_scores_codex":[0.9997695,0.00006408979,0.00001033616,0.00003275856,0.00006485843,0.00005839912],"domain_scores_gemma":[0.9997681,0.00007036447,0.00004067461,0.0000267394,0.00005129464,0.00004293359],"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":[0.002205319,0.0007556419,0.0029763,0.001500587,0.0002029839,0.0006414389,0.0001923808,0.001056862,0.5387961,0.05306626,0.02713148,0.3714747],"study_design_scores_gemma":[0.0005389052,0.005960335,0.01090389,0.0006382214,0.00023171,0.002230888,0.0005430003,0.001423952,0.1492695,0.03197939,0.7962267,0.00005352907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3426565,0.2538511,0.0480237,0.09369636,0.02043621,0.0008419961,0.00174589,0.0009798859,0.2377683],"genre_scores_gemma":[0.8568083,0.04478946,0.009895288,0.01203925,0.002896897,0.0002196816,0.0005664633,0.00007550172,0.07270921],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01776677,"threshold_uncertainty_score":0.05943578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926850624120716,"score_gpt":0.2923609443187837,"score_spread":0.284434093694663,"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."}}