{"id":"W4281263793","doi":"10.1055/s-0042-1745814","title":"Pembrolizumab Weight-Based Dosing: Conviction and Lacunae in Adopting a Cost-Saving Approach—A Survey Report","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Medical and Paediatric Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dosing; Medicine; Pembrolizumab; Family medicine; Intensive care medicine; Cancer; Immunotherapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043497,0.00009628917,0.0001700461,0.0005215898,0.0004281266,0.0009464361,0.00023641,0.0005124906,0.001171014],"category_scores_gemma":[0.004925557,0.0002114998,0.0002722802,0.001075059,0.0003116006,0.000904564,0.0005144932,0.0009670237,0.0002418419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241121,"about_ca_system_score_gemma":0.001080864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006820641,"about_ca_topic_score_gemma":0.006251322,"domain_scores_codex":[0.9982667,0.0006345383,0.0002722554,0.0001310596,0.0004400091,0.0002553966],"domain_scores_gemma":[0.9940528,0.001624063,0.002471647,0.0001494815,0.001165443,0.00053652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005474144,0.0001330007,0.9562651,0.0005680444,0.00005118956,0.000621845,0.009112826,0.00004080713,0.0007120111,0.0002188912,0.005864236,0.02635728],"study_design_scores_gemma":[0.000005961177,0.000293153,0.949294,0.0003852753,0.00003421648,0.001527524,0.03357853,0.0002416259,0.0002404228,0.00005061307,0.01432379,0.00002479737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988194,0.002035599,0.0002016017,0.006488049,0.00005017196,0.00005924011,0.0005651836,0.000009228199,0.002396925],"genre_scores_gemma":[0.9936662,0.002924125,0.0001764213,0.002480142,0.00004753252,0.00003737783,0.0002053114,0.000003823319,0.0004589616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006820641,"threshold_uncertainty_score":0.0135619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638273224181836,"score_gpt":0.3082807832665081,"score_spread":0.2818980510246897,"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."}}