{"id":"W2883860930","doi":"10.1097/jom.0000000000001404","title":"Research Methodologies for Total Worker Health ®","year":2018,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stuart Olson (Canada)","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute for Occupational Safety and Health; National Institutes of Health","keywords":"Intervention (counseling); SAFER; Occupational safety and health; Work (physics); Process (computing); Medical education; Medicine; Psychology; Engineering ethics; Computer science; Nursing; Engineering","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":[0.07710154,0.001428179,0.00126943,0.00646056,0.001974225,0.006507931,0.003267574,0.002425332,0.02781053],"category_scores_gemma":[0.09707466,0.001059697,0.001830023,0.006351645,0.007192306,0.005222553,0.00585413,0.004533372,0.009614559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664934,"about_ca_system_score_gemma":0.01188744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909156,"about_ca_topic_score_gemma":0.001720624,"domain_scores_codex":[0.9451648,0.04074562,0.004043921,0.002234435,0.007334217,0.0004769916],"domain_scores_gemma":[0.8839682,0.08049817,0.004909934,0.01929057,0.01025437,0.001078753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007087533,0.0001484566,0.001313796,0.00429023,0.0001371248,0.0001668162,0.00482387,0.00101469,0.0005998976,0.6235228,0.03095768,0.3329538],"study_design_scores_gemma":[0.0001035141,0.0001807092,0.002003725,0.005211383,0.0001020575,0.0003456619,0.003796634,0.002799765,0.000515902,0.6033722,0.3815166,0.00005185751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001295845,0.009377073,0.9065987,0.006877727,0.001906531,0.00463013,0.00111226,0.001342005,0.06685971],"genre_scores_gemma":[0.02173987,0.00619698,0.9453909,0.001623191,0.0006368514,0.01573515,0.0005409627,0.00031658,0.00781946],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07710154,"threshold_uncertainty_score":0.4077568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2800768992122493,"score_gpt":0.561155047924898,"score_spread":0.2810781487126487,"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."}}