{"id":"W2306810832","doi":"10.1177/1203475416629406","title":"Lipodystrophia Centrifugalis Abdominalis Infantilis","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University","funders":"","keywords":"Medicine; Biopsy; Panniculitis; Abdomen; Vietnamese; Skin biopsy; Giant cell; Dermatology; Pathology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004076409,0.0001744174,0.001016591,0.000261615,0.00006779567,0.000007680856,0.00006316716,0.00008621273,0.0003308334],"category_scores_gemma":[0.00196353,0.00007617143,0.0002122167,0.0001638011,0.000329885,0.00008880706,0.00002835227,0.0001644508,0.000009020727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003055135,"about_ca_system_score_gemma":0.0001082786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001897295,"about_ca_topic_score_gemma":0.000002061646,"domain_scores_codex":[0.998264,0.00005848056,0.0007873076,0.0001400837,0.000480002,0.0002701203],"domain_scores_gemma":[0.997352,0.00150044,0.0003666568,0.000138007,0.0003195843,0.0003233109],"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":[0.003315138,0.0002694748,0.2791694,0.0004112006,0.0007158309,0.03616903,0.0007289211,2.086128e-7,0.01588515,0.0002345631,0.4937698,0.1693313],"study_design_scores_gemma":[0.003309012,0.001670141,0.02715951,0.003436298,0.0008334072,0.1382471,0.0008940328,0.000005120757,0.001576233,0.001147398,0.8213858,0.0003360061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179757,0.006654803,0.0001454902,0.07276476,0.0005515206,0.00008056426,0.000003753314,0.00002240955,0.001800959],"genre_scores_gemma":[0.9819143,0.01187223,0.00008308644,0.004460514,0.000881871,0.00000106381,7.513603e-7,0.00001171874,0.0007744756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.327616,"threshold_uncertainty_score":0.3622394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189023819825651,"score_gpt":0.2778585912790975,"score_spread":0.245968353080841,"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."}}