{"id":"W4213264205","doi":"10.9778/cmajo.20200319","title":"Mandatory nonmedical switching from originator to biosimilar infliximab in patients with inflammatory arthritis and psoriasis in British Columbia: a cohort study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Biosimilar; Cohort; Infliximab; Psoriatic arthritis; Psoriasis; Internal medicine; Retrospective cohort study; Family medicine; Arthritis; Demography; Immunology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001093638,0.0004431145,0.0006709957,0.001437252,0.002393638,0.001957322,0.001623546,0.0008283522,0.002344049],"category_scores_gemma":[0.00349849,0.0007349755,0.0006631239,0.004091159,0.0007245865,0.0005757893,0.001543129,0.001494967,0.0004786977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006980954,"about_ca_system_score_gemma":0.009656348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8616639,"about_ca_topic_score_gemma":0.9014606,"domain_scores_codex":[0.9980946,0.0002332154,0.0001570531,0.0004543471,0.0004760666,0.000584756],"domain_scores_gemma":[0.9961886,0.0003188225,0.0009876119,0.0004295139,0.001089832,0.0009857733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012425,0.00004579673,0.9977623,0.00001587339,0.00006606167,0.0000983479,0.0003182536,0.00002430539,0.00005868753,0.00002398464,0.0005099546,0.0009751734],"study_design_scores_gemma":[0.0000201172,0.00003906935,0.9979309,0.00004230476,0.00005361192,0.0001646176,0.0008721459,0.0001827103,0.00002224625,0.00002651607,0.0006340605,0.00001168789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961831,0.000367153,0.00006149503,0.0001471271,0.00001207781,0.00005131936,0.002134234,0.000005284895,0.001038106],"genre_scores_gemma":[0.9974036,0.0003098583,0.00009509169,0.0001813425,0.000011027,0.00004142495,0.00147309,0.000005735288,0.0004788057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383361,"threshold_uncertainty_score":0.2783016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007385127804799311,"score_gpt":0.2458636122455409,"score_spread":0.2384784844407416,"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."}}