{"id":"W257335054","doi":"10.1016/j.humimm.2013.08.245","title":"170-P","year":2013,"lang":"en","type":"article","venue":"Human Immunology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Human leukocyte antigen; Typing; Antigen; Medicine; Antibody; Histocompatibility Testing; Immunology; Biology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005520481,0.00076888,0.0003464179,0.001525892,0.001505895,0.003980678,0.0007169193,0.00235197,0.6859243],"category_scores_gemma":[0.001795332,0.0002967595,0.0005444792,0.0007368167,0.0007373635,0.00107253,0.001715575,0.001748868,0.5967117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077466,"about_ca_system_score_gemma":0.001444466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004186913,"about_ca_topic_score_gemma":0.008104187,"domain_scores_codex":[0.9996106,0.00003914993,0.00001381428,0.00006848327,0.0002016182,0.00006631008],"domain_scores_gemma":[0.999074,0.000215231,0.00002946221,0.0001147202,0.0003548543,0.0002118572],"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":[0.00008426781,0.0001093418,0.0005496901,0.0001529737,0.00001021111,0.0001910959,0.0000666949,0.0001369393,0.002685457,0.02310354,0.783755,0.1891549],"study_design_scores_gemma":[0.000007560473,0.00002112733,0.0006486797,0.00005014557,0.000003242497,0.0001095939,0.00003262478,0.00007612642,0.0003774926,0.001656145,0.9970138,0.000003497029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006957957,0.0006269317,0.0006365494,0.001997618,0.002853581,0.00007019022,0.0003225635,0.0002352591,0.9925615],"genre_scores_gemma":[0.001522783,0.0002764791,0.0002375919,0.0006562644,0.0005020092,0.0000175539,0.0001453573,0.00005650922,0.9965854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3140757,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989818963101221,"score_gpt":0.2727484188598485,"score_spread":0.2528502292288363,"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."}}