{"id":"W3159816924","doi":"10.5271/sjweh.3967","title":"Application of two job indices for general occupational demands in a pooled analysis of case–control studies on lung cancer","year":2021,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Toronto; Université de Montréal; Canada Research Chairs; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute; University of Toronto; Università degli Studi di Torino; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Universidad de Oviedo; Cancer Care Ontario; Deutsche Gesetzliche Unfallversicherung; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Helmholtz Zentrum München; Università degli Studi di Padova; National Institutes of Health; Institut national de la recherche scientifique; Karolinska Institutet","keywords":"Lung cancer; Psychosocial; Odds ratio; Medicine; Confidence interval; Demography; Occupational prestige; Logistic regression; Job control; Gerontology; Environmental health; Oncology; Internal medicine; Population; Socioeconomic status; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007065632,0.0001176158,0.0007786379,0.0003718148,0.00005255075,0.000003719253,0.00005436755,0.00004102716,0.00006447584],"category_scores_gemma":[0.0000253806,0.0001002188,0.0002499275,0.0005411091,0.00005306465,0.0000391992,0.00001200589,0.000147459,1.415092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958604,"about_ca_system_score_gemma":0.0002376054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003219564,"about_ca_topic_score_gemma":0.001706249,"domain_scores_codex":[0.9983274,0.0001214409,0.0008309882,0.0001709259,0.0003715392,0.0001777117],"domain_scores_gemma":[0.9985788,0.0001410541,0.0009049579,0.000159294,0.0000889977,0.0001268363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027364,0.0001909148,0.9712714,0.0002518702,0.002379728,0.00004777204,0.00176045,0.01350672,0.0002108187,0.00007739245,0.00008242362,0.009193135],"study_design_scores_gemma":[0.004023897,0.0006033969,0.9883978,0.0006755841,0.003105677,0.00005036623,0.001152182,0.001332831,0.0004332422,0.00005298716,0.00007225655,0.00009976447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749779,0.01892417,0.004111793,0.001409173,0.0001299504,0.0003251472,0.0001126026,0.000001530848,0.000007729734],"genre_scores_gemma":[0.9972175,0.00140061,0.0007040916,0.0004005242,0.0001616061,0.00004626145,0.00002301247,0.00001023785,0.00003615682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222396,"threshold_uncertainty_score":0.4086805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212055075657188,"score_gpt":0.3642325153766309,"score_spread":0.3421119646200591,"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."}}