{"id":"W3048679595","doi":"10.14740/wjon1277","title":"Current Status and Future Perspectives of Immunotherapy in Middle-Income Countries: A Single-Center Early Experience","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American University of Beirut","keywords":"Medicine; Pembrolizumab; Nivolumab; Immunotherapy; Internal medicine; Disease; Cancer; Epidemiology; Retrospective cohort study; Oncology; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822538,0.0001192207,0.0004993612,0.000227547,0.00002323537,0.00001069993,0.00009314474,0.00005446601,0.0002518267],"category_scores_gemma":[0.00002368304,0.00009269635,0.0001130411,0.0003196513,0.0002466042,0.000111534,0.00001928444,0.0003220913,7.526036e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099047,"about_ca_system_score_gemma":0.0002763156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002129597,"about_ca_topic_score_gemma":0.00005113192,"domain_scores_codex":[0.9988182,0.00008224636,0.0005676416,0.0001313662,0.0001992829,0.0002012573],"domain_scores_gemma":[0.9991508,0.00007980228,0.0004076185,0.0000838785,0.0001594641,0.0001184352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04804928,0.001273161,0.6308318,0.0002773583,0.0004213894,0.000266928,0.1781428,0.000001061547,0.02637736,0.0002217266,0.0003338058,0.1138033],"study_design_scores_gemma":[0.01789473,0.007929413,0.3448948,0.0008656137,0.00004104041,0.0003170405,0.01543895,0.000005425553,0.000963108,0.00002523926,0.611459,0.0001656377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377142,0.05426115,0.00001385613,0.007150469,0.0004128526,0.0001590076,0.000005270497,0.000004513704,0.0002786859],"genre_scores_gemma":[0.9804605,0.01805385,0.0003311993,0.00070124,0.0004179041,0.00000334571,4.177805e-7,0.0000116213,0.00001987389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111252,"threshold_uncertainty_score":0.3780048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696970675105759,"score_gpt":0.3175723887521951,"score_spread":0.2906026820011375,"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."}}