{"id":"W3166958902","doi":"10.1093/crocol/otab038","title":"The Great Debate With IBD Biosimilars","year":2021,"lang":"en","type":"review","venue":"Crohn s & Colitis 360","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biosimilar; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005738038,0.0006958697,0.002114203,0.00009678723,0.0006853629,0.0001839772,0.0007765177,0.001129062,0.001331275],"category_scores_gemma":[0.0001935687,0.0003635669,0.0007732328,0.0005489048,0.00110688,0.00004499147,0.0003049241,0.001108364,0.000357836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161217,"about_ca_system_score_gemma":0.0005749487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479442,"about_ca_topic_score_gemma":0.00009637136,"domain_scores_codex":[0.9962391,0.001163525,0.0007303702,0.0008122381,0.00008570268,0.0009690919],"domain_scores_gemma":[0.9972926,0.001056988,0.000333866,0.001045155,0.0001830697,0.00008836076],"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":[0.00003789974,0.0000388097,0.000002444203,0.0009700005,0.001023139,0.0002559015,0.0000104415,1.184765e-8,0.00000153762,0.001770265,0.04118473,0.9547048],"study_design_scores_gemma":[0.0002810367,0.0001291687,0.00004282433,0.004595109,0.001679196,0.0009979346,0.00002502822,1.122529e-7,0.00005547412,0.00007902133,0.9915921,0.0005230026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001984135,0.9917402,0.00004808875,0.0004820426,0.001094523,0.0006828791,0.0002736113,0.00008044323,0.005596242],"genre_scores_gemma":[0.000002736048,0.9738232,0.0003502105,0.0006011222,0.0001345797,0.0001631154,0.0001786622,0.00007708336,0.02466933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9541818,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654549297425101,"score_gpt":0.3287366330887108,"score_spread":0.2821911401144598,"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."}}