{"id":"W7133243966","doi":"10.2310/6620.2011.00011e","title":"Skin Morbidity among Construction Site Workers","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0002367725,0.0002745099,0.0001657177,0.0009313484,0.0006465991,0.0005163146,0.0002064711,0.0004450044,0.002339432],"category_scores_gemma":[0.0007311793,0.0003046987,0.0003456413,0.000669838,0.0002252374,0.0003321112,0.0003926718,0.0004351863,0.0003434506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995975,"about_ca_system_score_gemma":0.000267232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153922,"about_ca_topic_score_gemma":0.01722977,"domain_scores_codex":[0.9997477,0.0000598607,0.00002080923,0.00004015363,0.00005350716,0.00007788737],"domain_scores_gemma":[0.9993792,0.00009954676,0.0002096324,0.00003965399,0.00009610365,0.0001757598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333575,0.00008673946,0.9976058,0.000008898373,0.00001291701,0.0001355621,0.0000816118,0.00001638754,0.0006893139,0.000005864992,0.00004793663,0.00117568],"study_design_scores_gemma":[0.000001860412,0.00009282905,0.9994977,0.000001678256,0.000004828409,0.0001255701,0.0001734166,0.00001680759,0.0000439266,0.000003910172,0.00003647768,0.00000103429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994559,0.00009170891,0.00001512344,0.00001652697,0.000001892537,0.000002431573,0.00007613906,0.000001353826,0.0003389837],"genre_scores_gemma":[0.9994822,0.00008516391,0.00001671267,0.000009661318,0.000004760646,0.000001941177,0.00009230537,6.217399e-7,0.0003066832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153922,"threshold_uncertainty_score":0.02294409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09209653095815658,"score_gpt":0.4064348286414419,"score_spread":0.3143382976832854,"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."}}