{"id":"W2801389138","doi":"10.1097/jom.0000000000001347","title":"Risk of Injury by Unionization","year":2018,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Medicine; Environmental health","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":[0.001094098,0.0002625683,0.0002706314,0.0007950921,0.0003287068,0.0005526232,0.0005171822,0.0004169008,0.004938278],"category_scores_gemma":[0.004420428,0.0002013151,0.0006122135,0.0005477178,0.0002732867,0.0004079865,0.0007382087,0.0004838274,0.0004222908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796836,"about_ca_system_score_gemma":0.0003530604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006289997,"about_ca_topic_score_gemma":0.004719832,"domain_scores_codex":[0.9992055,0.0001568977,0.00006467494,0.0002252934,0.0001863129,0.0001613459],"domain_scores_gemma":[0.9962763,0.0003920475,0.002362208,0.0002737713,0.0003681965,0.0003274196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070201,0.00002710927,0.9984675,0.000004905408,0.00004813583,0.0000201915,0.00001991269,0.00005090381,0.00007050277,0.00001348084,0.00006223699,0.001108035],"study_design_scores_gemma":[0.000003959974,0.00009464475,0.9993898,0.000006482455,0.00001704212,0.0001174531,0.00004752362,0.0001693128,0.00003648592,0.00002394131,0.00009142663,0.000001973556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983322,0.0003038369,0.0001991002,0.00007665566,0.000006111018,0.00001065455,0.0005269931,0.000007543524,0.0005369348],"genre_scores_gemma":[0.9990661,0.00008634362,0.00009913497,0.00001529274,0.00001012146,0.000007270899,0.0004008302,0.000002617995,0.0003123801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006289997,"threshold_uncertainty_score":0.0165202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715065517612284,"score_gpt":0.4319656454800698,"score_spread":0.394814990303947,"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."}}