{"id":"W7136145553","doi":"10.1684/dmg.2025.833","title":"Chronic hand eczema: Therapeutic management","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); MEDLINE; Socialization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004876669,0.001526498,0.001296234,0.001129117,0.0004021476,0.0005060945,0.001497543,0.0009895418,0.2544916],"category_scores_gemma":[0.00003620675,0.00160537,0.0006780007,0.001057999,0.001035064,0.000177794,0.0007094294,0.0008446642,0.2488247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662303,"about_ca_system_score_gemma":0.0008891014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754427,"about_ca_topic_score_gemma":0.003719673,"domain_scores_codex":[0.994743,0.0002710024,0.0009136782,0.00149834,0.0009218239,0.001652155],"domain_scores_gemma":[0.9963298,0.0001438511,0.0006010592,0.002391842,0.000182844,0.0003505714],"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":[0.0001004722,0.0003471682,0.0004034298,0.005107413,0.006156523,0.0006279768,0.001329685,0.0004381427,0.0003972555,0.3324185,0.4326961,0.2199773],"study_design_scores_gemma":[0.002819412,0.0002113104,0.002744694,0.003060675,0.002002252,0.00002062934,0.00010679,0.0003102948,0.0003096233,0.00111043,0.9858628,0.001441112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003961472,0.08028944,0.001876299,0.001004567,0.004024415,0.002498192,0.000378602,0.0004283304,0.9094605],"genre_scores_gemma":[0.001708562,0.002644063,0.0006480291,0.0006296062,0.001974465,0.0003182181,0.0001500514,0.001181628,0.9907454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5531667,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036404457356789,"score_gpt":0.2497816367385538,"score_spread":0.2394175921649859,"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."}}