{"id":"W4406578946","doi":"10.1016/s1541-9800(06)71201-7","title":"10.1016/s1541-9800(06)71201-7","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":"Etanercept; Phase (matter); Medicine; Internal medicine; Chemistry; Tumor necrosis factor alpha","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002585586,0.0001704939,0.0002642164,0.00006118102,0.00010789,0.00001746774,0.0002568539,0.0002691438,0.9991581],"category_scores_gemma":[0.00006012072,0.0001364764,0.000107409,0.0001756044,0.0001313776,0.00003973744,0.00005732374,0.0002278034,0.9969702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001956055,"about_ca_system_score_gemma":0.00002031076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386418,"about_ca_topic_score_gemma":1.63388e-7,"domain_scores_codex":[0.9988987,0.0001562859,0.000215311,0.0002974087,0.0000331872,0.0003991457],"domain_scores_gemma":[0.9994496,0.0001030764,0.00002643186,0.0003194982,0.00003724121,0.00006415059],"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":[0.00009607474,0.00005755788,1.248187e-7,0.000002495948,0.00004967226,0.000002258047,0.000004674941,7.298104e-7,0.003277818,0.000003502285,0.5677354,0.4287697],"study_design_scores_gemma":[0.0003536328,0.0002200177,0.00004380778,0.00001223808,0.00004580413,0.00002432148,9.68725e-7,0.000007473787,0.005011857,0.00002734639,0.9940514,0.0002011467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002073292,0.0005088631,0.000003377119,0.001424583,0.000005148117,0.0001437574,0.00004055517,0.0001094123,0.997557],"genre_scores_gemma":[0.0001009472,0.000001194979,0.0004389574,0.000376202,0.00006083324,0.000009328402,0.000027973,0.00001680747,0.9989678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4285686,"threshold_uncertainty_score":0.5565344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009272158118633451,"score_gpt":0.210440593970003,"score_spread":0.2011684358513696,"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."}}