{"id":"W4236378169","doi":"10.25270/con.2021.03.00011","title":"An Atlas of Lumps and Bumps, Part 3","year":2021,"lang":"en","type":"article","venue":"Consultant","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Anatomy; Medicine; Lymphatic system; Penis; Lymph; Dermal papillae; Pathology","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":[0.00007369889,0.00004527105,0.0001381054,0.00002722952,0.00002945068,0.000007241803,0.0000180456,0.00003230153,0.0001863123],"category_scores_gemma":[0.0000910782,0.00003780851,0.00003085218,0.0001153637,0.00004621893,0.00004278398,0.00001554718,0.00003901387,0.00001413493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005946395,"about_ca_system_score_gemma":0.00008552834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007003996,"about_ca_topic_score_gemma":0.000009300854,"domain_scores_codex":[0.9996032,0.00001262199,0.0001370801,0.00008848072,0.00008209515,0.00007650165],"domain_scores_gemma":[0.9995024,0.00001713008,0.00002767862,0.0002061045,0.0001721423,0.00007454435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002451735,0.001690378,0.1166896,0.001552547,0.0008573105,0.001092901,0.006148377,0.000008915446,0.6899638,0.07227772,0.01535341,0.09411991],"study_design_scores_gemma":[0.00691259,0.0005539423,0.2260217,0.000542268,0.0006085284,0.001914454,0.003276689,0.002979362,0.2831639,0.0005324494,0.4730908,0.000403339],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940744,0.001993871,0.0001136636,0.0005253542,0.00004200147,0.00007587388,0.00001177063,0.0000175118,0.003145572],"genre_scores_gemma":[0.9978033,0.0002567031,0.001309547,0.0001209249,0.00003707052,0.000003261842,0.00004326272,0.000005398958,0.0004204947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577374,"threshold_uncertainty_score":0.2039989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399060480131953,"score_gpt":0.2676014213161616,"score_spread":0.2536108165148421,"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."}}