{"id":"W4394480820","doi":"10.6084/m9.figshare.7559081","title":"Additional file 4: of HIV-1 molecular transmission clusters in nine European countries and Canada: association with demographic and clinical factors","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Transmission (telecommunications); Association (psychology); European region; Environmental health; Geography; Medicine; Virology; Psychology; Computer science; Telecommunications; Regional science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001194896,0.0009635377,0.00152808,0.00345915,0.001366257,0.002228221,0.002246292,0.001013871,0.4384089],"category_scores_gemma":[0.01877224,0.0006292054,0.001413687,0.006906503,0.0003981983,0.001113849,0.00129195,0.001101738,0.0329453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408576,"about_ca_system_score_gemma":0.01046731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4757343,"about_ca_topic_score_gemma":0.5617049,"domain_scores_codex":[0.9994198,0.00008355689,0.0001074571,0.000153781,0.00009270425,0.0001427597],"domain_scores_gemma":[0.9895578,0.006219915,0.0006486494,0.000736709,0.002279132,0.0005578771],"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":[0.0002402392,0.00003120955,0.008764012,0.003445601,0.000177703,0.00004914693,0.00009695068,0.0005988747,0.00003945758,0.0005951507,0.9816952,0.004266575],"study_design_scores_gemma":[0.003831546,0.00009630979,0.1233747,0.009434798,0.0008912592,0.0004013192,0.001145211,0.001772022,0.0003936699,0.005383234,0.8530982,0.0001777395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001061823,0.00002068055,0.00001789413,0.00002948221,0.000004257044,0.00001070967,0.999635,0.00001713125,0.0001586514],"genre_scores_gemma":[0.006066195,0.000211527,0.0005908901,0.0001763448,0.00001930133,0.0004250592,0.9900031,0.0001057725,0.002401835],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5242656,"threshold_uncertainty_score":0.9459305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355676714555338,"score_gpt":0.2373709008642881,"score_spread":0.2238141337187347,"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."}}