{"id":"W2920094493","doi":"10.1111/vox.12744","title":"International forum on Occult hepatitis B infection and transfusion safety","year":2019,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Occult; Medicine; Humanities; Library science; Classics; History; Art; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008556442,0.0001144903,0.0001940918,0.0001074197,0.00007297,0.00001336766,0.00003131685,0.00007195647,0.000845582],"category_scores_gemma":[0.00008562858,0.00009872283,0.00006038398,0.00008735139,0.00003454509,0.00007200934,0.00003147956,0.0001245858,0.0003432331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000807823,"about_ca_system_score_gemma":0.00001757634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746511,"about_ca_topic_score_gemma":0.001766575,"domain_scores_codex":[0.9991925,0.00002105421,0.0001754419,0.0002227107,0.0002354231,0.0001528637],"domain_scores_gemma":[0.9996225,0.00005550852,0.00003654504,0.0001468049,0.00007668536,0.00006192134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470651,0.00006236248,0.9529024,0.00002911654,0.00006471188,0.00001072543,0.0004490196,0.000001378145,0.001651726,0.0004959725,0.004340232,0.03984526],"study_design_scores_gemma":[0.001109267,0.000484236,0.7831506,0.0001138126,0.00002492286,0.00002164679,0.0000300684,0.000165948,0.001194067,0.00005229221,0.2135538,0.00009927268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268948,0.00007512215,0.0001017578,0.00307296,0.0007932251,0.0003508775,0.00003901111,0.00007937675,0.06859291],"genre_scores_gemma":[0.9943075,0.002586518,0.0002040788,0.001240061,0.0001669063,0.00001542584,0.00003653897,0.00001684964,0.001426088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092136,"threshold_uncertainty_score":0.925853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036769757551472,"score_gpt":0.2687930506997092,"score_spread":0.2584253531241945,"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."}}