{"id":"W2585382142","doi":"10.1016/b978-1-4831-6720-6.50022-x","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":"Dermatology; Medicine","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":[0.00009034718,0.0003888184,0.0005574242,0.00001070078,0.0002724119,0.00006308567,0.00037839,0.0005112551,0.0164649],"category_scores_gemma":[0.0000104506,0.0001341474,0.0002847634,0.00001315534,0.0001523232,0.00003128139,0.0003190831,0.0003688012,0.00363145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005087424,"about_ca_system_score_gemma":0.000005908859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007608923,"about_ca_topic_score_gemma":0.0004175559,"domain_scores_codex":[0.9984857,0.00002510836,0.0003719276,0.0004581453,0.0002032664,0.0004558843],"domain_scores_gemma":[0.9993165,0.0001432654,0.0001946025,0.00009888579,0.00008300687,0.0001637056],"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":[0.000001905233,0.000007435843,0.00002319708,0.000008134542,0.00009415001,0.00005798767,0.00001491384,2.945771e-8,0.00009286399,0.004872139,0.006564111,0.9882631],"study_design_scores_gemma":[0.00005825371,0.0001854156,0.001085741,0.00004320071,0.00006396833,0.00004483214,0.000007518018,9.873726e-7,0.00001645097,0.02262077,0.975501,0.0003718777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001949803,0.001053255,7.878577e-8,0.001011146,0.0003524433,0.0004504426,0.00007892054,0.0001176521,0.9949862],"genre_scores_gemma":[0.003404385,0.0006326727,0.00006354955,0.002699113,0.0006401309,0.00006796303,0.0001096102,0.000003747352,0.9923788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9878913,"threshold_uncertainty_score":0.9971443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626862588132877,"score_gpt":0.2042269779511193,"score_spread":0.1879583520697905,"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."}}