{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701944,0.0002668216,0.0002699158,0.0009451092,0.0004701819,0.000629066,0.0002389843,0.0004664711,0.003474833],"category_scores_gemma":[0.001013397,0.0001916399,0.0002214301,0.0004181158,0.00025433,0.0002999233,0.0003890838,0.00039428,0.0005686187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854148,"about_ca_system_score_gemma":0.0002014043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332747,"about_ca_topic_score_gemma":0.003153105,"domain_scores_codex":[0.9997049,0.00004620549,0.00002099548,0.00007688114,0.00006521924,0.0000858767],"domain_scores_gemma":[0.9989969,0.00009322727,0.000332685,0.00004321333,0.0001303183,0.0004036012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000061841,0.0001321448,0.9976794,0.000009987878,0.000008499226,0.0001383684,0.0001416824,0.00001518489,0.000585215,0.000004096645,0.00004837038,0.001175214],"study_design_scores_gemma":[0.000001217169,0.0001240823,0.9993954,0.000002878762,0.000002515953,0.0001898194,0.0001744182,0.00001365477,0.00003863881,0.000002189612,0.00005403985,0.000001039454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999619,0.00004861538,0.00001730044,0.000004898315,0.000002102165,0.000007204486,0.00006712967,9.410334e-7,0.0002327808],"genre_scores_gemma":[0.9994093,0.00003350664,0.00003125895,0.000009787127,0.000002895476,0.000005564754,0.0001056613,7.332453e-7,0.0004013983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003474833,"threshold_uncertainty_score":0.01162446,"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."}}