{"id":"W4387571924","doi":"10.1111/trf.184_17554","title":"P‐CB‐1 | What's in a Blood Bag? Exposome 2.0","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exposome; Library science; Original research; Medicine; Medical school; Gerontology; Medical education; Pathology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005405544,0.0004811174,0.0004154251,0.0004724719,0.0009052891,0.002092847,0.0005428787,0.001121039,0.05607016],"category_scores_gemma":[0.001058787,0.0002358813,0.0004884804,0.0002741936,0.000598854,0.0006564711,0.0007354333,0.002123456,0.007283942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857819,"about_ca_system_score_gemma":0.00101081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486962,"about_ca_topic_score_gemma":0.003833046,"domain_scores_codex":[0.9996735,0.0000622856,0.00001072112,0.00008029613,0.0001052666,0.00006804825],"domain_scores_gemma":[0.9996343,0.00009824642,0.00007028966,0.00003286709,0.00006119096,0.0001031752],"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":[0.009220744,0.001534134,0.0360286,0.002540966,0.0004845298,0.003086007,0.0008959231,0.0004699078,0.3102402,0.03720615,0.2267351,0.3715578],"study_design_scores_gemma":[0.0003447621,0.00171528,0.1175881,0.001257965,0.0004769641,0.009195404,0.001398923,0.0009086523,0.1701605,0.03191681,0.6648408,0.0001957946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4108858,0.079804,0.01550542,0.08240515,0.01876449,0.0004043659,0.02457562,0.005445849,0.3622094],"genre_scores_gemma":[0.7483756,0.02505821,0.008571902,0.01001418,0.00180648,0.0003795739,0.005197696,0.0004826024,0.2001136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05607016,"threshold_uncertainty_score":0.1875734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629130588364913,"score_gpt":0.2458477985891449,"score_spread":0.2295564927054958,"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."}}