{"id":"W2749637810","doi":"","title":"Laboratory Response to Emerging Threats of Blood, Cell, and Tissue Donor Transmitted Infections","year":2017,"lang":"en","type":"article","venue":"IDWeek 2017","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Blood donor; Medicine; Immunology; Biology; Virology; Intensive care medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0002975513,0.0001252365,0.0003133829,0.0001201472,0.0004206124,0.00002789691,0.0001010265,0.00006521479,0.00004421803],"category_scores_gemma":[0.0004886436,0.0001191826,0.00003398072,0.00006384076,0.0001587978,0.0001097808,0.00006669181,0.0001095758,0.00006302218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497675,"about_ca_system_score_gemma":0.00007968694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009472583,"about_ca_topic_score_gemma":0.0009993566,"domain_scores_codex":[0.9992108,0.00004653768,0.0001994596,0.0002193376,0.000129516,0.0001943624],"domain_scores_gemma":[0.9988892,0.000089366,0.0001107756,0.0006096797,0.0001528327,0.0001481607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005819069,0.0003942979,0.4324503,0.0002587623,0.000244739,0.0002164591,0.004715465,0.000001146586,0.5470374,0.00007395056,0.007312546,0.006712962],"study_design_scores_gemma":[0.001858787,0.000821357,0.8769923,0.0002107945,0.0002685978,0.00001804088,0.00006533541,0.000005120195,0.08817296,0.00008818069,0.03131153,0.0001869707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904352,0.001312223,0.00006898472,0.002653242,0.0001712723,0.0003266581,0.00007389081,0.00004282366,0.004915696],"genre_scores_gemma":[0.9957003,0.0005043722,0.0005510998,0.0001478693,0.00008683761,0.00002947005,0.000001534569,0.0000203636,0.002958144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4588645,"threshold_uncertainty_score":0.4860124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500755933490813,"score_gpt":0.3256033467973449,"score_spread":0.3005957874624368,"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."}}