{"id":"W6901935426","doi":"10.6084/m9.figshare.19642742","title":"Additional file 1 of Health system impacts of SARS-CoV − 2 variants of concern: a rapid review","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; Queen's University; Alberta Health Services; University of Alberta; Izaak Walton Killam Health Centre","funders":"","keywords":"MEDLINE; Key (lock); Identification (biology); Confidentiality; Health data","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000598901,0.00008347571,0.0005802095,0.00007029864,0.00005983148,0.000003876678,0.0001502201,0.00002252442,0.4099591],"category_scores_gemma":[0.0008268155,0.00007805431,0.00008604947,0.0003391019,0.00004211559,0.00005067987,0.0001238314,0.0001172754,0.00004868097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009301862,"about_ca_system_score_gemma":0.0007110541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259284,"about_ca_topic_score_gemma":0.000008129759,"domain_scores_codex":[0.9986065,0.0001730962,0.0006199445,0.0001656556,0.0003067354,0.0001280623],"domain_scores_gemma":[0.9984276,0.0004112657,0.0007557119,0.0002405855,0.0001332047,0.00003163665],"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":[0.0000963241,0.0001784658,0.00002500419,0.002163169,0.00009272763,0.00001701264,0.0002021543,3.132047e-7,0.02504176,0.000008068075,0.9209782,0.05119678],"study_design_scores_gemma":[0.001484124,0.001165026,0.0007932996,0.01597644,0.00008122357,0.0005200129,0.000620926,0.0001575022,0.07688431,0.00000335012,0.9021925,0.0001213275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1197501,0.01098455,0.00002219385,0.0009265,0.0004644824,0.005003227,0.7183852,0.00001869371,0.144445],"genre_scores_gemma":[0.966731,0.0001152639,0.01208439,0.003915651,0.0001457929,0.0005254032,0.01559202,0.00006462467,0.0008258368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.846981,"threshold_uncertainty_score":0.5905803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447831570065189,"score_gpt":0.3769940986225476,"score_spread":0.2322109416160287,"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."}}