{"id":"W2089000681","doi":"10.1038/bjc.2013.713","title":"Nuclear worker studies: promise and pitfalls","year":2013,"lang":"en","type":"letter","venue":"British Journal of Cancer","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International agency; Medicine; Environmental health; Agency (philosophy); Publicity; Nuclear power; Commission; Political science; Cancer; Law; Social science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2163733,0.002112092,0.004628751,0.006558431,0.005966431,0.00762912,0.01082178,0.04770311,0.006692217],"category_scores_gemma":[0.3208321,0.002081301,0.003956133,0.004409921,0.03233317,0.03285303,0.008401946,0.07292498,0.006626134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009569943,"about_ca_system_score_gemma":0.01294199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203577,"about_ca_topic_score_gemma":0.01625977,"domain_scores_codex":[0.893693,0.05772081,0.01494684,0.006311866,0.02547435,0.001853104],"domain_scores_gemma":[0.4365591,0.4411831,0.01624068,0.02565597,0.06284304,0.01751805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004765287,0.0002435452,0.004019012,0.003019286,0.0002730109,0.004489718,0.002323365,0.0001866909,0.0003307347,0.03858067,0.7502362,0.1958213],"study_design_scores_gemma":[0.0003864722,0.0002791819,0.002803103,0.01080887,0.0001686836,0.007001017,0.003984375,0.0005154925,0.0001731943,0.1721869,0.8014221,0.0002705769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001815399,0.02897842,0.0005683039,0.9526321,0.0167891,0.00001637818,0.00004047199,0.0000342698,0.0007593986],"genre_scores_gemma":[0.006069897,0.03995163,0.004101215,0.8164004,0.1320339,0.0001428404,0.00006447107,0.00005354125,0.00118212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2163733,"threshold_uncertainty_score":0.9663512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022405284380991,"score_gpt":0.3077310256686144,"score_spread":0.2853257412876234,"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."}}