{"id":"W4289534663","doi":"10.2196/37060","title":"From the Cochrane Library: Interventions for Acne Scars","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochrane Library; Acne; Dermatology; Acne scars; Medicine; Psychological intervention; Scars; MEDLINE; Alternative medicine; Surgery; Political science; Pathology; Psychiatry","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":[0.003062326,0.001807748,0.005823865,0.00969514,0.0008396863,0.00321639,0.001676869,0.003638887,0.127384],"category_scores_gemma":[0.0242809,0.000828194,0.004264452,0.008164627,0.0005175252,0.002598908,0.001486929,0.002959209,0.005993045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355897,"about_ca_system_score_gemma":0.007847186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009767444,"about_ca_topic_score_gemma":0.01882331,"domain_scores_codex":[0.9970948,0.001171818,0.000756527,0.0002122407,0.0006166279,0.0001479203],"domain_scores_gemma":[0.9862968,0.01014039,0.001794105,0.0001799237,0.001058646,0.0005301765],"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":[0.001306835,0.00007908187,0.0002350699,0.7555192,0.00341084,0.0001473063,0.00009407905,0.00019075,0.0001289096,0.001595495,0.08035336,0.156939],"study_design_scores_gemma":[0.008438842,0.0005220834,0.003335921,0.7431673,0.01929579,0.0004192165,0.0002620571,0.0002543976,0.0002642868,0.003213547,0.2207165,0.0001099988],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001033523,0.9548156,0.0006031432,0.003722118,0.001775442,0.003105404,0.009387323,0.0003808162,0.02517654],"genre_scores_gemma":[0.01248455,0.9651159,0.002280828,0.005309319,0.0008326767,0.004857125,0.003073982,0.00008105733,0.005964602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.127384,"threshold_uncertainty_score":0.4261419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513799280689819,"score_gpt":0.3442588708071419,"score_spread":0.3191208780002437,"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."}}