{"id":"W4399304405","doi":"10.1097/jom.0000000000003080","title":"Occupational Health and Neuroergonomics","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Occupational safety and health; Environmental health; Order (exchange); Business; Risk analysis (engineering); Medicine","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":[0.001288393,0.0008209801,0.0007858524,0.002120394,0.0009354089,0.002196247,0.0005302317,0.003354933,0.01236804],"category_scores_gemma":[0.002522247,0.0002528095,0.000474353,0.001330053,0.001646012,0.001654251,0.001644021,0.003159073,0.002982079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009420593,"about_ca_system_score_gemma":0.001691273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621283,"about_ca_topic_score_gemma":0.007507606,"domain_scores_codex":[0.9987533,0.000365573,0.0001787173,0.0001505221,0.0004360735,0.0001157218],"domain_scores_gemma":[0.9983301,0.0007246942,0.0001847969,0.00005997498,0.0004144487,0.0002860499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000237738,0.0002574346,0.01379398,0.003004355,0.0001096473,0.001950282,0.00109526,0.000335725,0.002096845,0.01834485,0.3886184,0.5701556],"study_design_scores_gemma":[0.00001288023,0.0003518434,0.03780319,0.002314123,0.00004434271,0.004729385,0.001379342,0.0001063907,0.0003125052,0.01371494,0.9391829,0.00004817952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004641379,0.7669753,0.002183644,0.1002863,0.07734392,0.00009121137,0.0003210484,0.00009805337,0.0480591],"genre_scores_gemma":[0.0608779,0.7122835,0.002892314,0.05236319,0.08154291,0.0001810755,0.0004956182,0.00003715054,0.08932638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01236804,"threshold_uncertainty_score":0.04137516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924367602732317,"score_gpt":0.2501920614658126,"score_spread":0.2309483854384894,"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."}}