{"id":"W4388457145","doi":"10.1089/derm.2023.0266","title":"Evaluation of Skin Barrier Condition among Physicians and Dentists","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transepidermal water loss; Medicine; Skin barrier; Interquartile range; Stratum corneum; Dermatology; Dentistry; Surgery; Pathology","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":[0.0007242068,0.0002194157,0.0002249794,0.001059444,0.0003066302,0.0003952977,0.0002031118,0.0004684,0.002588248],"category_scores_gemma":[0.002420921,0.0002015726,0.0001975642,0.0005470286,0.0002317259,0.0003189599,0.0003867012,0.0002769204,0.000385241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121425,"about_ca_system_score_gemma":0.0002527996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389352,"about_ca_topic_score_gemma":0.002401192,"domain_scores_codex":[0.9992884,0.0001789179,0.00007270802,0.0001167617,0.000245354,0.00009788132],"domain_scores_gemma":[0.9974186,0.0003621296,0.001499461,0.00007462301,0.0002894229,0.0003557815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002422663,0.0000306282,0.9989663,0.000006106252,0.000008504705,0.00003310233,0.00006421044,0.000004547198,0.0001735676,0.000001582519,0.00002788883,0.0006593362],"study_design_scores_gemma":[0.000002124417,0.0001127679,0.9993095,0.000004550488,0.000005552505,0.0002168432,0.0001969677,0.00003034079,0.00004825243,0.000002848454,0.00006905128,0.000001238381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994364,0.0001812061,0.00003398938,0.0000237506,0.000002108655,0.000005637014,0.00006578372,0.000001596974,0.0002495412],"genre_scores_gemma":[0.999584,0.00009146544,0.00008550399,0.00001960966,0.000007547366,0.000004338563,0.00007440102,4.447329e-7,0.0001326969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002588248,"threshold_uncertainty_score":0.008658528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739569832302581,"score_gpt":0.2914070137887636,"score_spread":0.2740113154657378,"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."}}