{"id":"W3155584725","doi":"10.3233/wor-213441","title":"Exploratory study to determine if risk factors for occupational skin disease vary by type of food processing operation","year":2021,"lang":"en","type":"article","venue":"Work","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Workplace Health, Safety and Compensation Commission; Occupational Cancer Research Centre; Public Health Ontario; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Meat packing industry; Environmental health; Food processing; Medicine; Fish processing; Exploratory research; Disease; Fish <Actinopterygii>; Food science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008728375,0.00008949058,0.0001504377,0.00004484805,0.00007593849,0.00001440496,0.00003523716,0.00002261526,0.00005950133],"category_scores_gemma":[0.000274111,0.00007835672,0.00004404797,0.0002564346,0.00001042195,0.0000839303,0.00002031197,0.00005054409,0.000006775203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002462693,"about_ca_system_score_gemma":0.0002920699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002205089,"about_ca_topic_score_gemma":0.000008386533,"domain_scores_codex":[0.9992527,0.00003515607,0.0002080211,0.0001901238,0.0002207392,0.00009326652],"domain_scores_gemma":[0.9993249,0.00007495499,0.00006574765,0.0001325227,0.0002852446,0.0001166873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441481,0.001645704,0.976046,0.00008681074,0.00009078259,0.000007701023,0.002876679,0.0002764092,0.001901364,0.00001891528,0.004575289,0.0110329],"study_design_scores_gemma":[0.001512961,0.00143484,0.978709,0.00013627,0.0001741394,7.032863e-7,0.001488197,0.0001558906,0.01411014,0.0000567614,0.002041177,0.0001799107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963661,0.0002448201,0.002590545,0.00008294991,0.0001155718,0.0004552288,0.00009712216,0.00001672068,0.00003094743],"genre_scores_gemma":[0.9976678,0.000002185733,0.001346947,0.0001446984,0.0001593887,0.00004350239,0.0004133676,0.00001516628,0.0002069321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220878,"threshold_uncertainty_score":0.3195294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156892400296171,"score_gpt":0.3194278461187267,"score_spread":0.277858922115765,"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."}}