{"id":"W4365398950","doi":"10.2196/41514","title":"From the Cochrane Library: Interventions for Cutaneous Molluscum Contagiosum","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Molluscum contagiosum; Dermatology; Cochrane Library; Pox virus; Medicine; Psychological intervention; Virology; Virus; Meta-analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007592613,0.0001516509,0.0003360498,0.0001113617,0.0002971626,0.00003178375,0.0005272814,0.0002767841,0.001431035],"category_scores_gemma":[0.0001607023,0.0001072406,0.0002923224,0.0002096377,0.0003350488,0.00009523823,0.000229402,0.0003035731,0.004818111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036249,"about_ca_system_score_gemma":0.00006941813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040217,"about_ca_topic_score_gemma":0.0001062996,"domain_scores_codex":[0.9985213,0.0002632455,0.0003043502,0.0002767271,0.00003378318,0.0006005891],"domain_scores_gemma":[0.9980932,0.001368883,0.00007550327,0.0003892806,0.00003537013,0.00003771221],"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":[0.0003731055,0.00008561222,0.00246189,0.0001011309,0.0003763239,0.000190021,0.0005280622,0.000001148415,0.01974925,0.006052498,0.9669374,0.003143536],"study_design_scores_gemma":[0.002364092,0.0001496853,0.003494717,0.0001454225,0.00005077618,0.001078327,0.0006309547,0.00006107999,0.02101728,0.01031178,0.9604609,0.0002350028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569224,0.02171019,0.0009244921,0.09808985,0.004564664,0.00372875,0.004059602,0.001905547,0.008094431],"genre_scores_gemma":[0.979785,0.0004671466,0.00004429546,0.001381437,0.0001237184,0.0006592487,0.002023067,0.00003892373,0.01547714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228625,"threshold_uncertainty_score":0.9994818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999401004355966,"score_gpt":0.3338378166986509,"score_spread":0.3038438066550912,"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."}}