{"id":"W6923622974","doi":"10.14288/1.0221319","title":"Collaboration between infection control and occupational health in three continents: a success story with international impact","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Audit; Government (linguistics); Personal protective equipment; Occupational health nursing; Focus group; Infection control; Control (management); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007121129,0.0001241778,0.0002915147,0.0002704341,0.0006091357,0.0004651309,0.00005076753,0.00006838639,0.0001061618],"category_scores_gemma":[0.0001355083,0.0001067324,0.00003285544,0.0008931179,0.00004218992,0.0007052086,0.00002853905,0.0002024092,0.000003352868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498967,"about_ca_system_score_gemma":0.001297579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01867131,"about_ca_topic_score_gemma":0.03252634,"domain_scores_codex":[0.9989745,0.0001237261,0.0002771791,0.0002304722,0.0002264167,0.0001676971],"domain_scores_gemma":[0.9988831,0.00007266225,0.0001849903,0.0001080037,0.0005829389,0.0001682586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135447,0.0001803802,0.9759642,0.000007463062,0.000139583,0.00000166636,0.0001210906,0.0005349295,0.0000085956,0.00007275794,0.02056573,0.00126818],"study_design_scores_gemma":[0.01146279,0.0008984894,0.9704044,0.00006483559,0.00004960788,0.00004415293,0.00007691472,0.008591835,0.000003471362,0.0001717278,0.008120515,0.0001112297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7434269,0.0001375911,0.1711292,0.02016333,0.001386012,0.007121589,0.0004840625,0.0002021279,0.05594918],"genre_scores_gemma":[0.9950968,0.000008982702,0.0003869839,0.0002668158,0.0002299598,0.0001812131,0.0002279153,0.00001372912,0.003587627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2516698,"threshold_uncertainty_score":0.9878634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147923608218393,"score_gpt":0.3610293323701042,"score_spread":0.3295500962879202,"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."}}