{"id":"W3129088330","doi":"10.1515/reveh-2020-0109","title":"Exposure to cadmium and head and neck cancers: a meta-analysis of observational studies","year":2021,"lang":"en","type":"review","venue":"Reviews on Environmental Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cadmium; Medicine; Larynx; Pharynx; Observational study; Internal medicine; Head and neck cancer; Nasopharyngeal cancer; Nasopharyngeal carcinoma; CADMIUM EXPOSURE; Cancer; Gastroenterology; Oncology; Surgery; Toxicity; Radiation therapy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001548389,0.0006196313,0.007348341,0.000145562,0.000160183,0.00001704573,0.0002006676,0.0001505139,0.001022712],"category_scores_gemma":[0.00008454105,0.0004350561,0.001384337,0.0007651771,0.0002246899,0.0001071409,0.0003941414,0.0002969235,0.00009508205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524391,"about_ca_system_score_gemma":0.00007169189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002659663,"about_ca_topic_score_gemma":0.000523922,"domain_scores_codex":[0.9953607,0.001005401,0.001629672,0.0010347,0.0005694179,0.0004000835],"domain_scores_gemma":[0.9978113,0.0002661862,0.0008246814,0.000647644,0.000003232133,0.0004469424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000050838,0.0001996475,0.0005875881,0.007073731,0.02240108,0.000007648672,0.0004303035,0.00004501582,0.000001502645,0.00005701586,0.001253692,0.9679377],"study_design_scores_gemma":[0.00006881967,0.0004096356,0.001452299,0.001034579,0.04311773,0.000008719896,0.00003031166,0.000001992817,7.90808e-7,0.000004411439,0.9535537,0.0003170327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008264865,0.996662,0.000007491592,0.0002643274,0.00005153596,0.001628667,0.0004615748,0.000007324551,0.00009058625],"genre_scores_gemma":[0.0001586351,0.9953431,0.001308939,0.002193081,0.00003050508,0.0003262126,0.0001531998,0.00003225296,0.0004540614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676207,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3909517212050195,"score_gpt":0.4497345889081147,"score_spread":0.05878286770309515,"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."}}