{"id":"W7154569293","doi":"10.2310/6620.2011.00006k","title":"Important Risk Factors for Persistent Post-occupational Dermatitis","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Risk assessment; Risk factor; Hand dermatitis","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":[0.0003496017,0.0003667806,0.0004294098,0.0009585237,0.000619242,0.0009132721,0.0003410306,0.000708658,0.009527587],"category_scores_gemma":[0.002531108,0.0001625732,0.0007358716,0.001058002,0.000313317,0.0006325772,0.000347691,0.00100893,0.0007783289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666921,"about_ca_system_score_gemma":0.0005605975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216783,"about_ca_topic_score_gemma":0.002659769,"domain_scores_codex":[0.9995764,0.00009575718,0.00005456642,0.00004904746,0.0001283658,0.00009585504],"domain_scores_gemma":[0.9973102,0.0008928658,0.00100004,0.0001685232,0.000257475,0.0003708807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003016071,0.0003064891,0.9823083,0.0001067061,0.0001015751,0.001817252,0.000124727,0.00004466291,0.001222758,0.0001759111,0.0006392046,0.01285077],"study_design_scores_gemma":[0.000005989903,0.000184557,0.9932795,0.00003887861,0.0000911354,0.004376675,0.0003134724,0.000078233,0.0002778231,0.0001866996,0.001159499,0.000007604846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975435,0.009574627,0.0006188676,0.001089771,0.0001160996,0.00005044482,0.0007463809,0.00003943812,0.0123295],"genre_scores_gemma":[0.9964436,0.00121189,0.0003030291,0.00006161215,0.0001204377,0.000008983295,0.0002132005,0.000007140569,0.001630052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009527587,"threshold_uncertainty_score":0.03187299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311280630908742,"score_gpt":0.2541418373104661,"score_spread":0.2230137742195919,"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."}}