{"id":"W4238960278","doi":"10.1016/b978-1-4832-2950-8.50103-8","title":"XERODERMIA OR ICHTHYOSIS: PLATE CIV","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Ichthyosis; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002297783,0.0009128841,0.001390756,0.0003690863,0.0001104458,0.00007866808,0.0003656649,0.001377081,0.009385275],"category_scores_gemma":[0.00008466773,0.0006822742,0.0005285576,0.0000243009,0.0002785068,0.00006972166,0.0001767405,0.001741373,0.01143936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391289,"about_ca_system_score_gemma":0.0005301235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002258408,"about_ca_topic_score_gemma":0.00001290908,"domain_scores_codex":[0.9965876,0.0000304137,0.0009751436,0.0009287398,0.0007955198,0.0006825922],"domain_scores_gemma":[0.997164,0.0001150477,0.000417888,0.001478086,0.0002494776,0.0005755151],"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":[0.0002111837,0.00002657837,0.000005253135,0.0003312473,0.0008552401,0.00160705,0.000224139,4.594249e-7,0.0002174462,0.002386469,0.005384731,0.9887502],"study_design_scores_gemma":[0.0015315,0.0003809395,0.0001061607,0.00294551,0.0009941794,0.000825145,0.00001000557,0.0000186567,0.00008402641,0.004351602,0.9880292,0.0007230197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002316788,0.002357112,0.000004993292,0.000360889,0.000615277,0.001958746,0.00003598505,0.0003354645,0.9940999],"genre_scores_gemma":[0.000651716,0.0005646363,0.0008561456,0.001604397,0.0008643372,0.000119339,0.000123278,0.0003752513,0.9948409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9880272,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449377150748564,"score_gpt":0.2624927618231295,"score_spread":0.2379989903156439,"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."}}