{"id":"W307208309","doi":"10.1016/j.humimm.2012.07.300","title":"174-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; Calgary Laboratory Services","funders":"","keywords":"Geology","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":[0.0006333197,0.0007696926,0.000388169,0.001902073,0.001833532,0.004663798,0.0009070557,0.00286045,0.7028215],"category_scores_gemma":[0.002832806,0.0003287644,0.0006062611,0.0009818849,0.0007800608,0.001210082,0.0019211,0.001755295,0.630268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281846,"about_ca_system_score_gemma":0.001747126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060724,"about_ca_topic_score_gemma":0.01082995,"domain_scores_codex":[0.9994723,0.0000530764,0.00001866354,0.00009066841,0.0002867313,0.00007842792],"domain_scores_gemma":[0.9988089,0.000284051,0.00003328062,0.000165978,0.0004996762,0.000208065],"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":[0.00005679781,0.00007660882,0.0004431327,0.0001100799,0.000008757513,0.0001156587,0.00005342545,0.0001084003,0.001437676,0.01929768,0.8388709,0.139421],"study_design_scores_gemma":[0.000006242565,0.00001466124,0.0005904857,0.00004904265,0.000003603996,0.0000711743,0.00003305143,0.00007324156,0.0002710751,0.00156113,0.9973229,0.000003454732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005667328,0.0005428304,0.0006161414,0.00239545,0.002851771,0.00007365415,0.0004054275,0.0002615329,0.9922866],"genre_scores_gemma":[0.001147332,0.0002143717,0.0002214256,0.0007843578,0.0004095009,0.00001768848,0.0001448916,0.00005764934,0.9970029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2971785,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332543393583027,"score_gpt":0.2883389320563788,"score_spread":0.2650134981205485,"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."}}