{"id":"W4406579323","doi":"10.1016/s1541-9800(11)70567-1","title":"10.1016/s1541-9800(11)70567-1","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":"Biosimilar; Drug approval; Medicine; Business; Pharmacology; Drug; Internal medicine","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":[0.0009588041,0.002340531,0.001318714,0.002359681,0.001839802,0.003117302,0.002468656,0.004872009,0.9852628],"category_scores_gemma":[0.001545948,0.0008211077,0.001443534,0.001777829,0.001357231,0.003816708,0.002639795,0.002447308,0.9902291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104858,"about_ca_system_score_gemma":0.001159408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794544,"about_ca_topic_score_gemma":0.002416199,"domain_scores_codex":[0.9994136,0.00003459808,0.00004796903,0.0001817189,0.000214863,0.0001072899],"domain_scores_gemma":[0.9980275,0.000433491,0.0001396558,0.0001882293,0.0004473507,0.0007637534],"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":[0.0003440191,0.0002515849,0.0006793744,0.000553774,0.00003379488,0.0002330679,0.00007827226,0.0003332402,0.002856213,0.004430986,0.2964779,0.6937277],"study_design_scores_gemma":[0.00004586928,0.00009065953,0.0005946117,0.0001977582,0.00001012518,0.0003316343,0.00006665767,0.0001373014,0.0004764821,0.0004760047,0.9975557,0.00001704391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004444059,0.0005476602,0.000818977,0.0004680037,0.0003778124,0.00009507509,0.0006021488,0.000821074,0.9958248],"genre_scores_gemma":[0.000518915,0.000233053,0.000409828,0.0001996915,0.00008473874,0.00004531238,0.0003515532,0.0001242661,0.9980325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01473725,"threshold_uncertainty_score":0.02102083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009376585117663799,"score_gpt":0.2105459954395594,"score_spread":0.2011694103218956,"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."}}