{"id":"W4406473343","doi":"10.1016/s1541-9800(08)70342-9","title":"10.1016/s1541-9800(08)70342-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immunogenicity; Medicine; Pharmacology; Immunology; Antigen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00107956,0.002495607,0.001353687,0.00225112,0.001964523,0.003186175,0.002564601,0.005151692,0.9870929],"category_scores_gemma":[0.001578117,0.0008437443,0.001527106,0.001837662,0.001542288,0.004071356,0.002721556,0.002618009,0.990859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047807,"about_ca_system_score_gemma":0.001095612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989227,"about_ca_topic_score_gemma":0.002351095,"domain_scores_codex":[0.9994005,0.00003900543,0.00005080538,0.0002004008,0.0001948537,0.0001144776],"domain_scores_gemma":[0.9978694,0.000497033,0.0001405606,0.0002104781,0.0004940628,0.0007884845],"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":[0.0004007577,0.000280243,0.0007861389,0.0005741876,0.00003867692,0.0002591939,0.00009247495,0.0003370558,0.002894785,0.004630583,0.3010286,0.6886773],"study_design_scores_gemma":[0.00005700032,0.0001099931,0.0007315326,0.0002284425,0.00001209909,0.0003844371,0.00008413663,0.0001560854,0.0004866864,0.0005149542,0.997215,0.00001958691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005209789,0.0005219352,0.0008513576,0.0004925299,0.0003632322,0.0001055851,0.0006371131,0.000892948,0.9956143],"genre_scores_gemma":[0.0005922797,0.0002024321,0.0004556008,0.0002269819,0.00008222149,0.00004998556,0.0003774355,0.0001395291,0.9978735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01290709,"threshold_uncertainty_score":0.01841038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913122987995965,"score_gpt":0.2096518939306732,"score_spread":0.2005206640507136,"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."}}