{"id":"W3121019558","doi":"10.1097/der.0000000000000714","title":"Dermatitis: Past, Present, Future","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":[0.00112238,0.00120336,0.001247806,0.001523944,0.00056602,0.002638425,0.001170108,0.003573815,0.01660544],"category_scores_gemma":[0.005946484,0.0004176704,0.00061724,0.001118513,0.0007911036,0.003524244,0.0006092634,0.00518879,0.008974603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344787,"about_ca_system_score_gemma":0.0007878972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006767064,"about_ca_topic_score_gemma":0.001938569,"domain_scores_codex":[0.9994223,0.0001383489,0.0001316043,0.00008471783,0.0001620626,0.00006095884],"domain_scores_gemma":[0.9955715,0.001064689,0.0004173839,0.0001153125,0.002046441,0.0007845927],"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":[0.000180053,0.00004124073,0.00102484,0.001497949,0.000045759,0.002272154,0.00003174746,0.00008933922,0.000263243,0.0008292378,0.8819724,0.1117522],"study_design_scores_gemma":[0.00005021349,0.00006870601,0.002334191,0.001616933,0.00007139819,0.01869616,0.0002483522,0.0001863789,0.0002351598,0.001313423,0.9751499,0.00002923505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.001846239,0.256286,0.0006255179,0.1345773,0.5865871,0.00003515672,0.0001565844,0.0001296344,0.01975647],"genre_scores_gemma":[0.01458484,0.2578106,0.0007397271,0.03246191,0.6640747,0.00001918472,0.000179387,0.0000362515,0.03009335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01660544,"threshold_uncertainty_score":0.05555069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009552732525780034,"score_gpt":0.2564847762878095,"score_spread":0.2469320437620294,"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."}}