{"id":"W4379282976","doi":"10.1200/jco.2023.41.16_suppl.e15555","title":"Real-world safety and effectiveness of MVASI in metastatic colorectal cancer patients in Canada.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Hospitalier Universitaire de Sherbrooke; Queen Elizabeth II Health Sciences Centre; Markham Stouffville Hospital; Southlake Regional Health Center; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Victoria Hospital; Ottawa Hospital; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Nova Scotia Health Authority; Centre Intégré de Santé et de Services Sociaux des Laurentides; London Health Sciences Centre; Amgen (Canada); Grand River Hospital","funders":"Amgen","keywords":"Medicine; Bevacizumab; Colorectal cancer; Internal medicine; Biosimilar; Adverse effect; Oncology; Medical record; Cancer; Surgery; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005620278,0.0001046785,0.001440236,0.0002219526,0.00001677108,0.000001432708,0.0001433527,0.0002097681,0.00009437841],"category_scores_gemma":[0.002359688,0.00007399419,0.0001173791,0.0004725696,0.0002408641,0.00004106898,0.00007563237,0.0007386623,0.000001569184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260351,"about_ca_system_score_gemma":0.002285827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1934418,"about_ca_topic_score_gemma":0.7778153,"domain_scores_codex":[0.9950845,0.002590977,0.001850277,0.0001583344,0.00006697489,0.0002488855],"domain_scores_gemma":[0.9896302,0.00933711,0.0007648837,0.00006120973,0.000148024,0.00005863994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0046857,0.000385106,0.9550286,0.00005062783,0.0002056034,0.00009011103,0.00002694782,0.00002642637,0.001096049,0.0001366582,0.0003569809,0.03791118],"study_design_scores_gemma":[0.005215722,0.001478749,0.9882938,0.0001276875,0.00007565913,0.00000535673,0.00005225201,0.00002447913,0.001269318,0.0003574916,0.003026743,0.00007275411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972124,0.0002625467,0.000003817072,0.0006645985,0.001234679,0.0001435216,0.00002997685,0.000002056112,0.0004463851],"genre_scores_gemma":[0.9975225,0.002058499,0.0001861906,0.0001467546,0.00002264215,0.000003069762,0.000003349403,0.000006358993,0.00005065797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843735,"threshold_uncertainty_score":0.8119291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06881814776288293,"score_gpt":0.4400968442127952,"score_spread":0.3712786964499123,"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."}}