{"id":"W1502370099","doi":"10.4161/mabs.28831","title":"Antibody biosimilars: Fears or opportunities?","year":2014,"lang":"en","type":"article","venue":"mAbs","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"Genentech","keywords":"Biosimilar; Pharmacovigilance; Context (archaeology); Agency (philosophy); Session (web analytics); European union; Business; Quality (philosophy); Competitor analysis; General partnership; Marketing; Public relations; Medicine; Political science; Finance; Pharmacology; International trade; Advertising; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.02578601,0.0009915857,0.00123168,0.0008464536,0.003045955,0.01263497,0.001257959,0.01433716,0.01267548],"category_scores_gemma":[0.04117092,0.0005699008,0.001091267,0.001171143,0.009755556,0.02240738,0.004514293,0.02012318,0.004428134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004603192,"about_ca_system_score_gemma":0.00386761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345181,"about_ca_topic_score_gemma":0.001564095,"domain_scores_codex":[0.9844794,0.007187864,0.001177085,0.001105327,0.0049021,0.001148254],"domain_scores_gemma":[0.9771708,0.01345258,0.002066961,0.0007255489,0.004049719,0.002534355],"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":[0.0002417974,0.00009327582,0.0007319987,0.001533553,0.00005023778,0.0007413576,0.007099723,0.0001337606,0.001472116,0.07874375,0.7395719,0.1695865],"study_design_scores_gemma":[0.00003160017,0.0001198524,0.0004829863,0.001235738,0.00002076879,0.001200608,0.007828407,0.0001150211,0.0003847292,0.03787125,0.9506494,0.00005963325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001811051,0.09130529,0.001072026,0.8772632,0.01908311,0.00001363009,0.0000492237,0.00006709814,0.009335256],"genre_scores_gemma":[0.05653391,0.09821296,0.002044813,0.7807593,0.03611,0.00004298943,0.000139585,0.0002085685,0.02594783],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02578601,"threshold_uncertainty_score":0.1363711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07391033678415444,"score_gpt":0.3336394204290503,"score_spread":0.2597290836448959,"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."}}