{"id":"W2317635585","doi":"10.5737/1181912x213159160","title":"Special feature Clinical tips: Managing MAHA in oncology patients","year":2011,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Feature (linguistics); Medicine; Medical education; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009967507,0.0002488806,0.0006278251,0.0007591611,0.0004154774,0.00002335968,0.0005617994,0.0007188917,0.005067827],"category_scores_gemma":[0.0002767991,0.0002530065,0.0001901098,0.0002133884,0.000523506,0.0001475452,0.00004183959,0.001490255,0.0006371108],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005075786,"about_ca_system_score_gemma":0.003393885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712396,"about_ca_topic_score_gemma":0.0506654,"domain_scores_codex":[0.996348,0.001300685,0.0008481137,0.0003928572,0.00005880884,0.001051589],"domain_scores_gemma":[0.9985565,0.0002335632,0.0003940394,0.0002714562,0.0001550412,0.0003894292],"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":[0.0003402701,0.0005534356,0.207721,0.000004407128,0.0001124004,0.0006266889,0.001814373,5.397186e-7,0.00001878984,0.0004504231,0.5453963,0.2429613],"study_design_scores_gemma":[0.004034162,0.001099838,0.351845,0.0003209529,0.00008927566,0.001048881,0.001529551,0.000002578877,0.00001546494,0.001311122,0.6384324,0.0002707476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5431493,0.003623902,0.00008103064,0.008167035,0.06038683,0.0009915066,0.0001114642,0.00007652921,0.3834124],"genre_scores_gemma":[0.9923032,0.000148563,0.0005814523,0.001918698,0.003280236,0.00001622828,0.00009145393,0.00004750101,0.00161269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4491539,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904557308905388,"score_gpt":0.3437449341657474,"score_spread":0.2846993610766935,"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."}}