{"id":"W3214848070","doi":"10.1089/hs.2021.0083","title":"<scp>Results of a</scp> 2020 <scp>Survey on Reporting Requirements and Practices for Biocontainment Laboratory Accidents</scp>","year":2021,"lang":"en","type":"article","venue":"Health Security","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosafety; Variety (cybernetics); Environmental health; Work (physics); Medicine; Business; Medical emergency; Engineering; Computer science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008343693,0.0002550543,0.0002271421,0.001799776,0.0007108035,0.0008938249,0.0004741419,0.0009272007,0.01386915],"category_scores_gemma":[0.02098888,0.0002283899,0.0005069137,0.002316894,0.0003991136,0.0009445029,0.0009622437,0.0007885562,0.006198134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525411,"about_ca_system_score_gemma":0.002543186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02871002,"about_ca_topic_score_gemma":0.03128758,"domain_scores_codex":[0.9954019,0.001351277,0.0006589881,0.0002161999,0.001805325,0.0005662965],"domain_scores_gemma":[0.9708866,0.007142972,0.00575869,0.0008841641,0.01251488,0.002812759],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004032892,0.0006448173,0.6465364,0.0009683761,0.00005111577,0.000179019,0.003087002,0.0002718221,0.0006195124,0.0002611993,0.3076423,0.03933518],"study_design_scores_gemma":[0.00001722379,0.0002825785,0.9727564,0.0001897383,0.00001085914,0.0000526602,0.00398785,0.0002314898,0.0003343365,0.0000337188,0.02208561,0.00001757046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.685014,0.0004304397,0.002341385,0.01380703,0.0004989434,0.003663606,0.2265411,0.0005179227,0.06718554],"genre_scores_gemma":[0.862807,0.0007686271,0.003060592,0.01220179,0.0003174442,0.01081069,0.08589613,0.0001751238,0.02396268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916563,"threshold_uncertainty_score":0.05708581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05942725344796897,"score_gpt":0.3904126371421865,"score_spread":0.3309853836942175,"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."}}