{"id":"W7037918926","doi":"","title":"Expert Advisory Panel on Occupational Health and Safety","year":2010,"lang":"en","type":"article","venue":"Upjohn Research (W.E. Upjohn Institute for Employment Research)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Effective safety training; Incentive; Occupational health nursing; Occupational accident; Data collection; Supply chain; Occupational medicine; Occupational hygiene; Set (abstract data type)","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":[],"consensus_categories":[],"category_scores_codex":[0.0529294,0.001206472,0.001079042,0.00423566,0.004697443,0.003532071,0.003888925,0.01026635,0.02064666],"category_scores_gemma":[0.04549205,0.000965934,0.001331324,0.00354855,0.001942664,0.001542868,0.002042487,0.01008279,0.009202098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561296,"about_ca_system_score_gemma":0.1245378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3401372,"about_ca_topic_score_gemma":0.5335758,"domain_scores_codex":[0.9743527,0.005374116,0.002355371,0.0009274781,0.01461543,0.002374931],"domain_scores_gemma":[0.8199803,0.01102684,0.003433193,0.002195426,0.1520158,0.01134843],"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":[0.00003776798,0.00004211117,0.0008056281,0.0003526343,0.000009133882,0.00009193268,0.0002083618,0.00008502975,0.0003436219,0.0008194699,0.9676223,0.02958203],"study_design_scores_gemma":[0.00003630518,0.00002492823,0.003071524,0.0008755912,0.00002792444,0.00005263068,0.0002298259,0.0001104608,0.0001926546,0.0003690813,0.9949864,0.00002250719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005089591,0.0204592,0.009422104,0.5845873,0.08502359,0.008322529,0.009616779,0.0004847872,0.2769941],"genre_scores_gemma":[0.05103581,0.06289543,0.03938711,0.2271608,0.03864704,0.005952719,0.01665363,0.0003536998,0.5579137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3401372,"threshold_uncertainty_score":0.6763147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4396418247344154,"score_gpt":0.5875025021168074,"score_spread":0.147860677382392,"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."}}