{"id":"W4282836371","doi":"10.2196/38322","title":"From the Cochrane Library: Interventions for the Prevention of Herpes Simplex Labialis (Cold Sores on the Lips)","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herpes Labialis; Medicine; Cochrane Library; Herpes simplex virus; Dermatology; Virology; Surgery; Randomized controlled trial; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004174849,0.003467033,0.009837772,0.0170746,0.001007696,0.005518326,0.002059759,0.006160187,0.1073516],"category_scores_gemma":[0.03181126,0.001582932,0.004918068,0.0162394,0.0007509016,0.003211591,0.001889961,0.004592854,0.006668799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004745459,"about_ca_system_score_gemma":0.0108296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513944,"about_ca_topic_score_gemma":0.04856277,"domain_scores_codex":[0.995643,0.001276667,0.001289391,0.0004761076,0.001023889,0.0002907746],"domain_scores_gemma":[0.9846166,0.01013486,0.002658525,0.0002273385,0.001555499,0.0008071432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002032938,0.00009726449,0.0004245435,0.8028774,0.005348596,0.0002026969,0.0001225128,0.0002944309,0.0003193087,0.001400118,0.1069716,0.07990867],"study_design_scores_gemma":[0.0162862,0.0008634553,0.006896568,0.6684518,0.06097078,0.0005392925,0.0003579812,0.0007019179,0.000799243,0.00333889,0.2404733,0.0003205833],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001710617,0.9342338,0.001042792,0.006233376,0.004542849,0.006531992,0.02340855,0.0007553771,0.0215406],"genre_scores_gemma":[0.01816645,0.9454271,0.003347895,0.009208788,0.00200671,0.007048211,0.006063622,0.0001813621,0.008549895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1073516,"threshold_uncertainty_score":0.359127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408235955117354,"score_gpt":0.3625694693599461,"score_spread":0.3084871098087725,"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."}}