{"id":"W2312285616","doi":"10.1097/der.0b013e3182a76538","title":"Howard Maibach, MD","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004830672,0.0004588217,0.0003281025,0.0006587028,0.0006589106,0.0008866818,0.000499111,0.001049069,0.08400712],"category_scores_gemma":[0.002892305,0.0001857776,0.0001674933,0.0002361045,0.0002681991,0.0008927734,0.0005822454,0.002251691,0.03502526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614632,"about_ca_system_score_gemma":0.001173391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873276,"about_ca_topic_score_gemma":0.003171472,"domain_scores_codex":[0.9995866,0.00005207125,0.000017477,0.000111538,0.0001678694,0.0000643299],"domain_scores_gemma":[0.9989533,0.0001806893,0.00005124624,0.00002474422,0.0002994781,0.0004904774],"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":[0.00004755199,0.00004809591,0.001174964,0.0001005276,0.000006833268,0.0006470179,0.00004307652,0.00008131901,0.000321416,0.001802368,0.8496339,0.146093],"study_design_scores_gemma":[0.00004715242,0.00005350789,0.002022675,0.0002732993,0.0000142212,0.008182177,0.0001042101,0.0002214987,0.0005715322,0.00148661,0.9869996,0.00002356325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007570175,0.09513678,0.006001723,0.3683741,0.08510932,0.0002001693,0.0009576994,0.001221183,0.4354288],"genre_scores_gemma":[0.06704709,0.08409974,0.004288029,0.1007819,0.03640754,0.0001853608,0.0006007971,0.0003798442,0.7062098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08400712,"threshold_uncertainty_score":0.2810318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551248036730526,"score_gpt":0.2620908185160445,"score_spread":0.2465783381487392,"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."}}