{"id":"W4406563251","doi":"10.1016/j.bjorlp.2017.05.049","title":"10.1016/j.bjorlp.2017.05.049","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seroprevalence; Medicine; Virology; Human immunodeficiency virus (HIV); Hepatitis virus; Hepatitis A; Hepatitis; Hepatitis B; Immunology; Antibody; Serology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015505,0.0009838035,0.0006150992,0.00167171,0.0009623666,0.003104377,0.0009562693,0.00356626,0.8308635],"category_scores_gemma":[0.002414228,0.0004141135,0.0006264222,0.0007151728,0.0008500803,0.001934364,0.001329492,0.001929429,0.7301784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216046,"about_ca_system_score_gemma":0.001564775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471437,"about_ca_topic_score_gemma":0.003081573,"domain_scores_codex":[0.9994062,0.00006125968,0.00005159664,0.0001178771,0.0001663361,0.0001966995],"domain_scores_gemma":[0.9985132,0.0002333779,0.0001958943,0.00006107223,0.0003004103,0.0006959581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005102004,0.0005198473,0.01713764,0.0006280044,0.00007047157,0.0008381813,0.0001146767,0.0001947827,0.0006342317,0.003266224,0.3882875,0.5877983],"study_design_scores_gemma":[0.00009538,0.0002578539,0.01545034,0.002109742,0.00007825218,0.007934199,0.0004826935,0.0003411015,0.0006061997,0.005109073,0.9674854,0.00004975335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01452586,0.03048985,0.002504376,0.02401735,0.007714797,0.0001303465,0.00457413,0.001535065,0.9145082],"genre_scores_gemma":[0.03792387,0.01057824,0.00189307,0.003914359,0.00249381,0.0001094468,0.002871267,0.0004108193,0.9398052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1691365,"threshold_uncertainty_score":0.2412527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007934694604752645,"score_gpt":0.2080977989905509,"score_spread":0.2001631043857982,"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."}}