{"id":"W4240464564","doi":"10.1016/b978-1-4832-8304-3.50027-4","title":"DERMATITIS, SEBORRHŒIC (Acute)","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Medicine; Dermatology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008788562,0.0003818086,0.0005486697,0.00001089088,0.0002684201,0.00006059649,0.0003710527,0.0004945265,0.01620243],"category_scores_gemma":[0.00001000066,0.0001324696,0.0002802343,0.00001340631,0.0001497624,0.00003004848,0.0003057621,0.0003620979,0.003804323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005167187,"about_ca_system_score_gemma":0.000005886296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007100721,"about_ca_topic_score_gemma":0.0003965756,"domain_scores_codex":[0.9985116,0.00002498027,0.0003644463,0.0004508718,0.000197973,0.0004501229],"domain_scores_gemma":[0.9993368,0.0001384131,0.0001904041,0.00009732983,0.00007802724,0.0001589689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001766698,0.000007204174,0.00002359609,0.000008362748,0.00009155567,0.00005655311,0.00001392589,2.976438e-8,0.00009337878,0.004402156,0.005931707,0.9893698],"study_design_scores_gemma":[0.00005739001,0.0001838428,0.001197074,0.00004380483,0.00006466605,0.00004405854,0.000006994607,0.000001002315,0.00001461939,0.02293325,0.9750888,0.0003645055],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002344735,0.001146341,7.007619e-8,0.0009104852,0.0003541961,0.0004456384,0.00007190536,0.0001154284,0.9946112],"genre_scores_gemma":[0.004334435,0.0006217978,0.00005394552,0.002546764,0.0006150888,0.00006762984,0.000105663,0.00000366405,0.991651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9890053,"threshold_uncertainty_score":0.9969713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592339214904576,"score_gpt":0.2023361943522401,"score_spread":0.1864128022031944,"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."}}