{"id":"W4410785032","doi":"10.1093/9780199289011.003.0065","title":"Overview","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772476,0.000922577,0.0006727759,0.001721769,0.001264798,0.004721299,0.001550115,0.001858662,0.4975452],"category_scores_gemma":[0.001498653,0.0003880444,0.0007107584,0.001664541,0.0005485255,0.004212984,0.002734789,0.002125835,0.3626302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011258,"about_ca_system_score_gemma":0.002106861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427465,"about_ca_topic_score_gemma":0.003680303,"domain_scores_codex":[0.9993616,0.00006530836,0.00003878888,0.0001258448,0.0003364457,0.00007198611],"domain_scores_gemma":[0.9994435,0.00008382185,0.00002541906,0.00007304096,0.0002465518,0.0001277207],"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":[0.00002758714,0.00003596298,0.0001086032,0.000437041,0.000004505129,0.0001122437,0.0001707339,0.0001734538,0.0005632771,0.0305357,0.741847,0.2259839],"study_design_scores_gemma":[0.000001105355,0.000003851095,0.0000470605,0.00007631589,8.987433e-7,0.00005973576,0.00002166407,0.00001225495,0.00004227187,0.001446341,0.9982864,0.000002065698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005908232,0.01633908,0.006141879,0.006366919,0.007038695,0.0001767138,0.002772805,0.001546921,0.9590261],"genre_scores_gemma":[0.002450932,0.01104764,0.002869558,0.002392583,0.001365731,0.00008956261,0.002723998,0.0005738448,0.9764861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4975452,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09931609167791068,"score_gpt":0.2961994907934405,"score_spread":0.1968833991155299,"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."}}