{"id":"W7133191799","doi":"10.2310/6620.2011.00011hh","title":"Recognizing 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":[0.0005078701,0.0003284352,0.0003915967,0.000887328,0.0005620972,0.0008295141,0.0003011735,0.0005894722,0.00286433],"category_scores_gemma":[0.002901975,0.0001650681,0.0004492914,0.0003863668,0.0001678788,0.0008118006,0.0003733353,0.0009640395,0.000399448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386335,"about_ca_system_score_gemma":0.0007506143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002862205,"about_ca_topic_score_gemma":0.008091981,"domain_scores_codex":[0.9995368,0.00008674126,0.00006687763,0.00003738545,0.0001701146,0.0001021643],"domain_scores_gemma":[0.9986476,0.0005337695,0.0003803178,0.00005241541,0.0002428956,0.0001429842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009800339,0.0004191771,0.9280822,0.0001639122,0.00003397515,0.00209953,0.0003105036,0.00007075966,0.001471332,0.000130665,0.002640303,0.06447951],"study_design_scores_gemma":[0.00001162142,0.0005466547,0.9688163,0.0003720076,0.0001422228,0.01663814,0.002301119,0.0006234258,0.002208136,0.0003921016,0.007926726,0.00002158347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661976,0.008094576,0.001732231,0.003644995,0.0003068716,0.0001168058,0.0002014059,0.00009641668,0.01960914],"genre_scores_gemma":[0.9927396,0.002571473,0.002073269,0.000346792,0.0001761316,0.00001672639,0.0000971066,0.000009550573,0.001969366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00286433,"threshold_uncertainty_score":0.009582162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837523023762748,"score_gpt":0.2608528171042737,"score_spread":0.2124775868666462,"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."}}