{"id":"W3120837576","doi":"10.28984/drhj.v4i1.314","title":"Underground workers who received aluminum dust prophylaxis and its personal impact","year":2021,"lang":"en","type":"article","venue":"Diversity of Research in Health Journal","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005554145,0.00007468466,0.0002255175,0.0002426766,0.002804739,0.00008971166,0.0002027527,0.0001088723,0.000514681],"category_scores_gemma":[0.0004607788,0.00007651009,0.00005984785,0.0004726441,0.0005999852,0.0003772322,0.0002993073,0.001005536,0.000009083563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114233,"about_ca_system_score_gemma":0.002216026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117535,"about_ca_topic_score_gemma":0.006308572,"domain_scores_codex":[0.9960597,0.001450572,0.0002567468,0.0001909002,0.00125803,0.0007841137],"domain_scores_gemma":[0.9984261,0.0005042852,0.000120883,0.00006433601,0.0002135031,0.0006709053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001892818,0.00017789,0.9303958,0.001126386,0.00002917484,0.0001859421,0.05906346,0.00001290758,0.00001265176,0.0005648331,0.003425166,0.004816501],"study_design_scores_gemma":[0.0006874591,0.0004592197,0.7042227,0.0009882179,0.000004192567,0.00002642569,0.290653,0.00004414087,0.000008310666,0.000788787,0.002016795,0.0001008122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737497,0.009262907,0.000003664216,0.0151084,0.0001328018,0.000206293,0.00001646765,0.00000464301,0.001515109],"genre_scores_gemma":[0.9555153,0.04305799,0.00009541037,0.0001837954,0.0001602796,0.00000109112,0.000001886761,0.000004517194,0.0009797795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2315895,"threshold_uncertainty_score":0.9984935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640786473912316,"score_gpt":0.4429046031078946,"score_spread":0.2788259557166631,"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."}}