{"id":"W2613167824","doi":"10.1136/oemed-2017-104394","title":"Work disability prevention: should we focus on high body weights or heavy physical workload?","year":2017,"lang":"en","type":"letter","venue":"Occupational and Environmental Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Workload; Focus (optics); Work (physics); Medicine; Environmental health; Computer science; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01656451,0.001352082,0.004953947,0.003333775,0.00125965,0.004320471,0.003725763,0.02321622,0.005843087],"category_scores_gemma":[0.07992538,0.0006465474,0.001609343,0.002965339,0.002834529,0.007848304,0.00191834,0.01047123,0.002151361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658757,"about_ca_system_score_gemma":0.004948791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909186,"about_ca_topic_score_gemma":0.006909781,"domain_scores_codex":[0.9933226,0.003464096,0.001036526,0.0005804786,0.001054741,0.0005417238],"domain_scores_gemma":[0.9550591,0.0298169,0.003648689,0.001043965,0.007466619,0.002964704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002440698,0.0009423462,0.02573283,0.01028387,0.0009687647,0.0008465889,0.0007727522,0.0004315191,0.0002565063,0.007601216,0.5672517,0.3824712],"study_design_scores_gemma":[0.006532013,0.003908784,0.1109855,0.07258407,0.00372479,0.002609716,0.01148667,0.003008162,0.000947065,0.07683259,0.7066861,0.0006945686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00341882,0.08432119,0.0004493264,0.8778055,0.03173825,0.00005288533,0.0001437951,0.00003241611,0.002037761],"genre_scores_gemma":[0.04676338,0.1743558,0.002339222,0.5449758,0.2264778,0.0004278989,0.0002318163,0.00007758308,0.004350649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02321622,"threshold_uncertainty_score":0.08760262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223056450664072,"score_gpt":0.3132386012603684,"score_spread":0.2810080367537277,"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."}}