{"id":"W3134037926","doi":"10.1097/der.0000000000000718","title":"Skin Characteristics of Hairdresser Apprentices at the Beginning of Vocational Training","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Vocational education; Vocational school; Training (meteorology); Significant difference","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315509,0.00005749318,0.0002073105,0.00003752578,0.00006747763,0.000006237005,0.00003921644,0.00004369043,0.0005129242],"category_scores_gemma":[0.000320635,0.00004695208,0.00006391847,0.000123131,0.00007654504,0.00004512434,0.00002899135,0.00009378837,0.000009342689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002787836,"about_ca_system_score_gemma":0.0001453559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004672074,"about_ca_topic_score_gemma":0.00004800616,"domain_scores_codex":[0.9992086,0.00006158312,0.0003316231,0.00008475714,0.0002138173,0.00009965925],"domain_scores_gemma":[0.9989368,0.0002213892,0.0002004489,0.0001863511,0.0004223238,0.000032679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000058996,0.0003373778,0.6719665,0.005121658,0.0006606843,0.000127846,0.03629898,0.00009821237,0.01850481,0.01187005,0.01863599,0.2363189],"study_design_scores_gemma":[0.0005010042,0.00002717195,0.963232,0.0002948566,0.0000684201,0.0002148624,0.0009797628,0.0009472269,0.01624942,0.00005459442,0.01737559,0.00005509282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981133,0.00054726,0.001098603,0.011432,0.000400395,0.0001745763,0.00006615958,0.00002019728,0.005127845],"genre_scores_gemma":[0.9976055,0.00004857353,0.0004630265,0.001253766,0.0001391089,0.00001497357,0.0001090525,0.000008910612,0.0003570706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2912655,"threshold_uncertainty_score":0.561616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269010959928948,"score_gpt":0.3007443337720336,"score_spread":0.2680542241727442,"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."}}