{"id":"W2327510540","doi":"10.1097/01206501-200103000-00055","title":"Models in Evaluating Barrier Creams Efficacy.","year":2001,"lang":"en","type":"article","venue":"Dermatitis","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Skin barrier; Dermatology","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":[0.004218397,0.001415732,0.001296438,0.001803171,0.0005007865,0.001522814,0.001693725,0.001821087,0.007497381],"category_scores_gemma":[0.003213738,0.0006697653,0.001450118,0.0007303279,0.0003853102,0.0015556,0.0007608859,0.002067453,0.00377752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802192,"about_ca_system_score_gemma":0.001041108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883367,"about_ca_topic_score_gemma":0.004632303,"domain_scores_codex":[0.9967084,0.001316082,0.0003074645,0.0002416368,0.001165478,0.0002608398],"domain_scores_gemma":[0.9976319,0.0008019281,0.0004010327,0.0003473308,0.000584607,0.0002331733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0113823,0.008193983,0.007921143,0.003660428,0.0009066843,0.0004674877,0.0002818991,0.002757083,0.8037288,0.004219005,0.01842821,0.1380531],"study_design_scores_gemma":[0.001398205,0.06418791,0.01765306,0.001161165,0.001683162,0.001675399,0.0004713322,0.008534276,0.8102952,0.001814311,0.09098289,0.0001431826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6253391,0.1628965,0.08868059,0.004814095,0.008272545,0.01009613,0.02329957,0.00184466,0.07475693],"genre_scores_gemma":[0.7805532,0.09210801,0.06306086,0.001660987,0.0006297549,0.009604923,0.01230015,0.0003610349,0.03972099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007497381,"threshold_uncertainty_score":0.02508122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06792985303193794,"score_gpt":0.2895443674445247,"score_spread":0.2216145144125867,"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."}}