{"id":"W4224288018","doi":"10.1016/j.biologicals.2022.03.001","title":"WHO informal consultation on revision of guidelines on evaluation of similar biotherapeutic products, virtual meeting, 30 June – 2 July 2021","year":2022,"lang":"en","type":"article","venue":"Biologicals","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Ministry of Health and Welfare; World Health Organization","keywords":"CLARITY; Biosimilar; Flexibility (engineering); Standardization; Medicine; Engineering ethics; Risk analysis (engineering); Management science; Business; Medical education; Engineering management; Political science; Engineering; Law; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03337771,0.001228585,0.0009306835,0.002004537,0.003491954,0.00454879,0.002285946,0.01488555,0.0238485],"category_scores_gemma":[0.06197774,0.0009033792,0.00193806,0.001149447,0.002416536,0.003183544,0.005559966,0.01027726,0.01341373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007813002,"about_ca_system_score_gemma":0.02146694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867124,"about_ca_topic_score_gemma":0.03047584,"domain_scores_codex":[0.9808903,0.009440454,0.002845904,0.0008244368,0.003923418,0.002075516],"domain_scores_gemma":[0.970669,0.01035129,0.002233448,0.0009302066,0.01305184,0.002764198],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122542,0.000051032,0.0002971813,0.0003806161,0.00001130734,0.001090485,0.001503349,0.0001141496,0.00107489,0.001801654,0.974021,0.01954216],"study_design_scores_gemma":[0.00004466093,0.00004103245,0.0008359203,0.0006769783,0.00001315496,0.0004217854,0.001104635,0.000113842,0.000431798,0.001052422,0.9952272,0.00003649933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005555775,0.02373898,0.01447114,0.7445064,0.1040579,0.004423565,0.003680249,0.0007363614,0.09882963],"genre_scores_gemma":[0.05344559,0.02199614,0.03578229,0.5443159,0.04119805,0.006094973,0.004494845,0.001280951,0.2913913],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9666223,"threshold_uncertainty_score":0.1765203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113743065632104,"score_gpt":0.378385527609463,"score_spread":0.2670112210462526,"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."}}