{"id":"W4393164684","doi":"10.1136/bmj.q743","title":"Virologist who was fired from research laboratory in Canada over security threat resurfaces in China","year":2024,"lang":"en","type":"article","venue":"BMJ","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"China; Medicine; Political science; Computer security; Computer science; Law","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":[0.001261032,0.00006897395,0.0001704196,0.0001061797,0.00003019513,0.00001811671,0.00006667626,0.0001920449,0.000205089],"category_scores_gemma":[0.0002047912,0.0000508437,0.00001639353,0.0005666987,0.0002495781,0.00003911372,0.00005175878,0.0007809217,0.000008695117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378484,"about_ca_system_score_gemma":0.001994029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9162526,"about_ca_topic_score_gemma":0.9568651,"domain_scores_codex":[0.9985829,0.0001710822,0.0002239017,0.0002385066,0.0005704992,0.0002131205],"domain_scores_gemma":[0.9994319,0.0002301537,0.00001560319,0.0001940445,0.00003767891,0.00009060816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001057054,0.0003363967,0.4333748,0.001146507,0.0001485749,0.00607936,0.009248626,0.0001345306,0.008771894,0.007168295,0.5090687,0.0234653],"study_design_scores_gemma":[0.0005306795,0.00004269793,0.9450541,0.0005197785,0.000004900479,0.000001325066,0.0001901435,0.0103711,0.0002917959,0.006598945,0.0363209,0.00007364004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306166,0.003378168,0.000001115362,0.06390302,0.0002481658,0.0002406003,0.00006800908,0.00001499029,0.001529378],"genre_scores_gemma":[0.9988835,0.0002436031,0.00002878823,0.0002977654,0.0001916635,0.00001207609,0.00004479136,0.000009079127,0.0002887527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5116793,"threshold_uncertainty_score":0.3537322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377559927028556,"score_gpt":0.3785628206471821,"score_spread":0.3408068279443265,"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."}}