{"id":"W4401038776","doi":"10.59581/diagnosa-widyakarya.v1i3.889","title":"Gambaran Tingkat Risiko Musculoskeletal Disorders (MSDs) Pada Pekerja Di PT. SUCOFINDO Cabang Surabaya","year":2023,"lang":"id","type":"article","venue":"DIAGNOSA Jurnal Ilmu Kesehatan dan Keperawatan","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004859379,0.001843557,0.001996284,0.001491836,0.005523858,0.0003749237,0.00205033,0.001136477,0.002043981],"category_scores_gemma":[0.002904494,0.001828598,0.001218019,0.003508485,0.0006163242,0.001516954,0.001471693,0.004240391,0.008520602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412116,"about_ca_system_score_gemma":0.001780222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714262,"about_ca_topic_score_gemma":0.01340212,"domain_scores_codex":[0.9821997,0.003352997,0.003705854,0.002512059,0.003069889,0.00515951],"domain_scores_gemma":[0.9867721,0.006186694,0.001445275,0.002389787,0.000648044,0.002558136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007186118,0.00124617,0.7990408,0.004133076,0.000588314,0.001008147,0.005447184,0.0002659883,0.00007109063,0.003713857,0.1042638,0.07950295],"study_design_scores_gemma":[0.004405703,0.0008204916,0.8314844,0.002375058,0.0003382284,0.00002041137,0.01135315,0.001675349,0.00002866338,0.0003609533,0.1452625,0.001875077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447432,0.003577695,0.0001251728,0.02238284,0.008497468,0.005238998,0.002617198,0.001047969,0.01176947],"genre_scores_gemma":[0.9571056,0.01887094,0.0001379095,0.001578244,0.003215044,0.0008226334,0.006036891,0.0004826729,0.0117501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07762787,"threshold_uncertainty_score":0.9994309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314005176370027,"score_gpt":0.3728266995515976,"score_spread":0.341426181914595,"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."}}