{"id":"W2808127185","doi":"10.3747/co.25.3942","title":"The Evolution of Biosimilars in Oncology, with a Focus on Trastuzumab","year":2018,"lang":"en","type":"review","venue":"Current Oncology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Biosimilar; Trastuzumab; Medicine; Breast cancer; Metastatic breast cancer; Disease; Oncology; Human Epidermal Growth Factor Receptor 2; Cancer; Intensive care medicine; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001750319,0.0005427408,0.0007961422,0.002605283,0.0003423264,0.001591415,0.0007146949,0.001993053,0.002478975],"category_scores_gemma":[0.002860468,0.0002657996,0.0004885889,0.002969164,0.0009831149,0.002517465,0.0007672298,0.003274058,0.001417614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215214,"about_ca_system_score_gemma":0.001841397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020275,"about_ca_topic_score_gemma":0.001164363,"domain_scores_codex":[0.9990965,0.000203188,0.0001312323,0.0001268691,0.000388127,0.00005407513],"domain_scores_gemma":[0.9981856,0.00093087,0.0002309515,0.00005657228,0.0004781995,0.0001177229],"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":[0.00005882308,0.00006012312,0.0002503773,0.01243238,0.00005038434,0.0002546109,0.0001894081,0.0003878371,0.002549364,0.0216131,0.03709116,0.9250624],"study_design_scores_gemma":[0.000005067957,0.00003877,0.000280581,0.001761386,0.00001779193,0.0007143634,0.00004836407,0.00004462992,0.0003632105,0.002071655,0.9946461,0.000008088793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001633691,0.9963835,0.0002253893,0.001343177,0.0003634543,0.000004194566,0.00001133693,0.000007015873,0.001498598],"genre_scores_gemma":[0.001133448,0.9966453,0.0003389196,0.0008049643,0.0003568388,0.000004946686,0.00001925213,0.000003279947,0.0006929729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002605283,"threshold_uncertainty_score":0.009256661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440858940537858,"score_gpt":0.4479765895032554,"score_spread":0.3038906954494696,"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."}}