{"id":"W4301430755","doi":"10.1002/ijc.34311","title":"Incidence of cancer among Nordic police officers","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario","funders":"World Health Organization","keywords":"Incidence (geometry); Cancer; Medicine; Environmental health; Cancer incidence; Demography; Internal medicine; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001748799,0.0000878338,0.0002470093,0.0002555066,0.00003716531,0.00001060286,0.0003074067,0.00002501275,0.003625398],"category_scores_gemma":[0.00002461133,0.00007674861,0.0001845946,0.0001721223,0.00007768956,0.0001343228,0.00008725892,0.0003282199,0.000001119626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372435,"about_ca_system_score_gemma":0.0009006829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533647,"about_ca_topic_score_gemma":0.003056128,"domain_scores_codex":[0.9982743,0.00002381675,0.0004504334,0.00009894212,0.001033152,0.0001193864],"domain_scores_gemma":[0.998533,0.00004300945,0.0006209673,0.00008912232,0.0006148901,0.00009901151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047317,0.0001007512,0.9560743,0.00001862952,0.0007107124,0.00005768798,0.001515077,0.004930481,0.004836297,0.00005290405,0.004322499,0.02633334],"study_design_scores_gemma":[0.002335954,0.0003021313,0.8993611,0.0002673595,0.0002243583,0.0001589927,0.0006278227,0.0001905265,0.002709962,0.00004301816,0.09365235,0.0001263631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918319,0.003204564,0.00005389704,0.001542571,0.002322342,0.00007579504,0.00009811247,0.000006076035,0.0008647329],"genre_scores_gemma":[0.9964013,0.001403424,0.0000407699,0.0007716423,0.0008169276,0.00001672248,0.00000266401,0.00001482066,0.0005317936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08932985,"threshold_uncertainty_score":0.9972854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476538166687533,"score_gpt":0.363324037987206,"score_spread":0.3485586563203307,"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."}}