{"id":"W3207775405","doi":"10.1177/12034754211048674","title":"In Preparation for Biosimilar “Switch” Policy: How to Mitigate the Nocebo Effect","year":2021,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Biosimilar; Medicine; Nocebo Effect; Nocebo; Intensive care medicine; Pharmacology; Placebo; Internal medicine; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.001480267,0.0001214075,0.0005390181,0.0001932418,0.00007434286,0.00001506288,0.0000750761,0.0001405859,0.0001238449],"category_scores_gemma":[0.003246406,0.00006376874,0.0001404668,0.0002544606,0.0001325167,0.0000445597,0.00002197928,0.0002197899,0.000002560627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002386989,"about_ca_system_score_gemma":0.0001385029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008139577,"about_ca_topic_score_gemma":0.00001825838,"domain_scores_codex":[0.9988298,0.0003546303,0.0003977025,0.0001331726,0.00005923333,0.0002254736],"domain_scores_gemma":[0.9961362,0.003358228,0.0001668897,0.0001190448,0.0001645028,0.00005508028],"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":[0.003032384,0.0001256225,0.002949629,0.0001795048,0.000481022,0.0009823018,0.001022688,0.000007473609,0.4407147,0.0003134319,0.4871015,0.06308971],"study_design_scores_gemma":[0.001359654,0.002409784,0.0007778658,0.0004994725,0.0002789138,0.01207894,0.0004128937,0.0000303058,0.1523642,0.001204904,0.8283628,0.0002202641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5522258,0.01333992,0.0009335707,0.4309611,0.001599402,0.0004092308,0.00001393475,0.000009784857,0.0005072066],"genre_scores_gemma":[0.982398,0.001083595,0.000282428,0.01234682,0.0006845103,0.000007251565,0.000004579972,0.0000136784,0.003179184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301721,"threshold_uncertainty_score":0.3886486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457021322175562,"score_gpt":0.3249902786240843,"score_spread":0.3004200654023286,"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."}}