{"id":"W2016157795","doi":"10.1016/j.transci.2014.08.003","title":"Using SDP; and so it came to Canada","year":2014,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Computer science; Operations research; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008969325,0.0006524328,0.0005130013,0.001401051,0.0006886097,0.001970847,0.0007392365,0.001461204,0.0149692],"category_scores_gemma":[0.001739259,0.0001739427,0.0004527135,0.002143148,0.001191228,0.001247513,0.001249873,0.002921563,0.005113581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004904042,"about_ca_system_score_gemma":0.01546965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1068479,"about_ca_topic_score_gemma":0.157593,"domain_scores_codex":[0.9995412,0.0000387059,0.00003313616,0.00006301934,0.0002355493,0.00008842446],"domain_scores_gemma":[0.9990357,0.0001383591,0.00006687382,0.00003444418,0.0005774515,0.0001471312],"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":[0.00006750585,0.0000320468,0.0002189506,0.001775814,0.00003044062,0.0001771411,0.00004220538,0.0001341022,0.001124759,0.01014654,0.2509423,0.7353082],"study_design_scores_gemma":[0.000005340373,0.000005858153,0.0001468365,0.0002949609,0.00000760813,0.00008980137,0.00001319601,0.00001319338,0.0001657343,0.0004929551,0.9987609,0.000003601178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003961357,0.9373601,0.001372751,0.01462254,0.01066248,0.00003004793,0.0002009825,0.0001089127,0.03524603],"genre_scores_gemma":[0.004489375,0.9105542,0.001622759,0.008774338,0.002540682,0.0000255062,0.0002716541,0.00003811875,0.07168342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1068479,"threshold_uncertainty_score":0.212452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648207342089089,"score_gpt":0.3483385296821843,"score_spread":0.2835177954732754,"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."}}