{"id":"W4295086882","doi":"10.1177/12034754221120818","title":"Systemic Disease Association With Multiple Eruptive Dermatofibromas: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Montreal Children's Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Dermatology; Disease; Association (psychology); MEDLINE; Systematic review; Pathology","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":[0.002982752,0.001201546,0.005932284,0.00717888,0.0005026378,0.001888234,0.001267247,0.001718946,0.004957809],"category_scores_gemma":[0.01439268,0.0008063344,0.0057989,0.00826696,0.0006846015,0.001673089,0.001224153,0.001013594,0.0003104009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819428,"about_ca_system_score_gemma":0.00509091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009450666,"about_ca_topic_score_gemma":0.03185163,"domain_scores_codex":[0.9971848,0.0006199593,0.001349673,0.0003184035,0.0004031648,0.0001239243],"domain_scores_gemma":[0.9906958,0.006346156,0.002076159,0.0001200087,0.0006155272,0.0001462052],"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":[0.0001802839,0.0000173769,0.002461212,0.9641246,0.0158983,0.0001414848,0.0001202569,0.00006314313,0.0001420419,0.0001149874,0.001402083,0.01533419],"study_design_scores_gemma":[0.0007230961,0.0002586833,0.01670308,0.7223157,0.2394223,0.001341629,0.0006018897,0.0001129322,0.0001611152,0.0002903812,0.01798802,0.00008105227],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001822723,0.9970499,0.00009186899,0.00010374,0.00007744959,0.0001727614,0.0004822859,0.000006280166,0.0001928149],"genre_scores_gemma":[0.01648369,0.9820855,0.0003693437,0.0003831136,0.00006154678,0.0002585467,0.000242715,0.000003443407,0.0001120965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009450666,"threshold_uncertainty_score":0.01879132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597238325470935,"score_gpt":0.3120083870018576,"score_spread":0.2660360037471483,"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."}}