{"id":"W4388736150","doi":"10.1111/pde.15303","title":"Linear juvenile dermatomyositis: Reading between the rheumatological lines","year":2023,"lang":"en","type":"letter","venue":"Pediatric Dermatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of British Columbia","funders":"","keywords":"Columbia university; Medicine; University hospital; Library science; Family medicine; Media studies; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004071564,0.00102773,0.0025602,0.0008225716,0.0006552615,0.0001128425,0.000883453,0.003177692,0.0002091984],"category_scores_gemma":[0.0005404351,0.0007367589,0.0008012347,0.001092316,0.0004193095,0.0001433103,0.000532706,0.005018793,0.004770189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258384,"about_ca_system_score_gemma":0.0005024833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005704048,"about_ca_topic_score_gemma":0.000002657242,"domain_scores_codex":[0.9936305,0.0005834135,0.001963786,0.001095883,0.0009705342,0.001755944],"domain_scores_gemma":[0.9948827,0.002241547,0.0008430121,0.00140614,0.0003473852,0.0002792101],"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":[0.0000211168,0.00001873728,0.09278682,0.001353286,0.000199392,0.02207526,0.0001312252,0.000001106743,0.000001154906,0.00005211978,0.8831393,0.0002205533],"study_design_scores_gemma":[0.001188518,0.00007389035,0.009076485,0.0001698582,0.001555593,0.03366,0.00006186753,0.0001948131,0.0000794512,0.0004507007,0.9525779,0.000910851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0420911,0.002969427,0.0002743899,0.9455768,0.00305017,0.001502936,0.0002654828,0.001896319,0.002373383],"genre_scores_gemma":[0.05278543,0.005439411,0.001049397,0.8821753,0.04895142,0.0008077532,0.004137857,0.000795764,0.003857676],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08371034,"threshold_uncertainty_score":0.9995083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559506556185571,"score_gpt":0.2784152224883416,"score_spread":0.2528201569264859,"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."}}