{"id":"W6923389379","doi":"10.1371/journal.pone.0293388.s018","title":"S1 Appendix -","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Psychosocial; Job strain; Stressor; Depression (economics); Prospective cohort study; Cohort study; Hazard ratio","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004193965,0.001005261,0.001295605,0.004405558,0.001448133,0.001553297,0.002884624,0.001384141,0.8939345],"category_scores_gemma":[0.0453494,0.0009041383,0.000767276,0.006166636,0.0004773444,0.001687785,0.001542801,0.001647118,0.437341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734957,"about_ca_system_score_gemma":0.006712487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02872507,"about_ca_topic_score_gemma":0.03110441,"domain_scores_codex":[0.9978351,0.0005626593,0.0004024757,0.0004082482,0.0006212225,0.00017034],"domain_scores_gemma":[0.968118,0.0168951,0.00129371,0.002388705,0.010369,0.0009354812],"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":[0.00007953366,0.00004232945,0.0004765198,0.0007316322,0.00000859692,0.00002494089,0.00003345825,0.0001629222,0.00003729183,0.0006485399,0.985384,0.01237013],"study_design_scores_gemma":[0.0002973453,0.00008007559,0.004085931,0.001037237,0.0000239606,0.0001091148,0.0002268502,0.0003665364,0.0001544384,0.004782431,0.9887999,0.00003606001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003883215,0.0001822234,0.001505294,0.000648048,0.0004112971,0.001139525,0.9708331,0.0007917472,0.02410044],"genre_scores_gemma":[0.006610631,0.0008219692,0.01098731,0.002956591,0.0002858973,0.006828777,0.8468964,0.001739054,0.1228734],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1060655,"threshold_uncertainty_score":0.1512895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09685882547373056,"score_gpt":0.4281191265546709,"score_spread":0.3312603010809403,"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."}}