{"id":"W3145179077","doi":"10.1186/s13223-021-00588-5","title":"Comparison of weight per volume and protein nitrogen units in non-standardized allergen extracts: implications for prescribing subcutaneous immunotherapy","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Western University; McMaster University","funders":"","keywords":"Ragweed; Allergen; Potency; Volume (thermodynamics); Body weight; Medicine; Chromatography; Pharmacology; Chemistry; Allergy; Immunology; Internal medicine; In vitro; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008011982,0.0002772358,0.0004566808,0.0005530648,0.0001582754,0.0008181671,0.0006804188,0.0005907318,0.001505914],"category_scores_gemma":[0.03259271,0.0001101576,0.0003419476,0.001023542,0.0003812968,0.0006485611,0.0002683677,0.0005777422,0.0003275016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020393,"about_ca_system_score_gemma":0.0005065751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039135,"about_ca_topic_score_gemma":0.001720394,"domain_scores_codex":[0.9915259,0.003858169,0.001011145,0.000530426,0.002938872,0.0001353563],"domain_scores_gemma":[0.9674344,0.02142753,0.007360958,0.000770143,0.002489273,0.0005177838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007175928,0.001027797,0.776453,0.0009155688,0.0003850425,0.0005187315,0.0005303527,0.002511622,0.01891466,0.0009149605,0.004100103,0.1865523],"study_design_scores_gemma":[0.000179703,0.007066892,0.9530776,0.0002321543,0.0002758736,0.0009192911,0.0009269665,0.00869112,0.01966192,0.001021766,0.007899873,0.00004670251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681112,0.007832226,0.01011961,0.003805317,0.0003362952,0.0002762941,0.001147878,0.00009603005,0.008275068],"genre_scores_gemma":[0.9869412,0.0009286935,0.01058258,0.000542846,0.00008401331,0.00006593733,0.0003904577,0.00002339295,0.000440948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008011982,"threshold_uncertainty_score":0.04237193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566516547583242,"score_gpt":0.3409649705052793,"score_spread":0.3052998050294469,"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."}}