{"id":"W2435045897","doi":"10.2450/2015.0130-15","title":"Molecular immunohaematology round table discussions at the AABB Annual Meeting, Philadelphia 2014.","year":2016,"lang":"en","type":"other","venue":"PubMed","topic":"Blood groups and transfusion","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Mount Sinai Hospital","funders":"National Center for Advancing Translational Sciences","keywords":"Genotyping; Medicine; Transfusion medicine; Serology; Round table; Family medicine; Medical education; Immunology; Blood transfusion; Genotype; Biology; Genetics; Advertising","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":[0.0002802177,0.000370881,0.0006242477,0.0001492909,0.0001519681,0.00001878513,0.0002643331,0.0004845017,0.003691339],"category_scores_gemma":[0.00004912392,0.0001766322,0.0002228211,0.000119975,0.0002497406,0.00003538901,0.00017499,0.000348591,0.0005474596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000067908,"about_ca_system_score_gemma":0.00004915275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004298053,"about_ca_topic_score_gemma":0.0002969678,"domain_scores_codex":[0.9980203,0.0001086889,0.0003058838,0.0005082604,0.0003638109,0.0006930925],"domain_scores_gemma":[0.9986207,0.00005914275,0.0001956363,0.0008628016,0.00004567397,0.0002159862],"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":[0.00008578094,0.0001334947,0.0004610893,0.0001111735,0.0004153733,0.0001391727,0.00005296607,1.373741e-7,0.0002410402,0.000586571,0.9896834,0.008089751],"study_design_scores_gemma":[0.001526807,0.00002854361,0.003649164,0.000217563,0.0005143459,0.0002545724,0.00003603391,6.612115e-7,0.0003184144,0.0001076171,0.9930806,0.000265636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001206839,0.023993,0.0001725237,0.03194979,0.001524438,0.003512044,0.000449347,0.0003466042,0.9368454],"genre_scores_gemma":[0.0323468,0.001820495,0.00003740393,0.0008512693,0.0006784252,0.001721126,0.000156836,0.0005600799,0.9618276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03113996,"threshold_uncertainty_score":0.9972194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008019395577069788,"score_gpt":0.232053940009095,"score_spread":0.2240345444320252,"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."}}