{"id":"W4379470277","doi":"10.2196/45388","title":"From the Cochrane Library: Interventions for Pityriasis Rosea","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pityriasis rosea; Psychological intervention; Cochrane Library; Medicine; Dermatology; Meta-analysis; Psychiatry; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001008572,0.0001001017,0.0003182298,0.0001361154,0.0001606793,0.00004365253,0.0002010162,0.000124546,0.001054204],"category_scores_gemma":[0.0001303764,0.00006855738,0.0002948277,0.0003900539,0.00012393,0.00008448856,0.0001425534,0.0002116953,0.001089369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358636,"about_ca_system_score_gemma":0.00008760985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007830537,"about_ca_topic_score_gemma":0.00004992387,"domain_scores_codex":[0.9989662,0.00007214655,0.0002530817,0.0002162088,0.0001511715,0.0003412094],"domain_scores_gemma":[0.9987657,0.0006703887,0.00004303357,0.0003704863,0.00004510938,0.0001052675],"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":[0.0004810887,0.0002076725,0.02713899,0.0005818267,0.0002609243,0.0002159583,0.0007850548,8.596389e-7,0.001597027,0.006243603,0.9512267,0.01126026],"study_design_scores_gemma":[0.003192282,0.0001616756,0.0990511,0.0003034651,0.0001042431,0.0001798563,0.0006768383,0.001205694,0.00471359,0.008343491,0.8818949,0.0001728393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8402644,0.002355965,0.0003709544,0.147627,0.0005111036,0.002247906,0.000666758,0.00063922,0.005316716],"genre_scores_gemma":[0.9880031,0.0005623351,0.0002997137,0.002366875,0.0005092538,0.000884098,0.0008697988,0.00005346552,0.006451333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477387,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07427283218964364,"score_gpt":0.4106560385797651,"score_spread":0.3363832063901214,"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."}}