{"id":"W4407710835","doi":"10.12775/qs.2025.38.57845","title":"Treatment with monoclonal antibodies in cancer - efficacy and prospects","year":2025,"lang":"en","type":"article","venue":"Quality in Sport","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Monoclonal antibody; Cancer; Medicine; Antibody; Oncology; Immunology; Internal 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":[0.0001995697,0.0001520938,0.0004349157,0.0001838761,0.00003811142,0.00001247785,0.00004631587,0.00005844326,0.00005909226],"category_scores_gemma":[0.00001499916,0.0001014233,0.00003202488,0.0003110102,0.0001574114,0.00004106795,0.00003447208,0.0001663569,0.000004325469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666854,"about_ca_system_score_gemma":0.0002778538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104772,"about_ca_topic_score_gemma":0.004094339,"domain_scores_codex":[0.9988683,0.00002324095,0.0002949424,0.0003023483,0.000228853,0.0002822908],"domain_scores_gemma":[0.9996158,0.00006849428,0.00003503698,0.0001606821,0.00004134168,0.00007861503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001914023,0.000526906,0.9820942,0.0002052592,0.00005426832,0.0002916307,0.0004618403,0.000004738575,0.0003333164,0.003525826,0.0000460544,0.0105419],"study_design_scores_gemma":[0.003129567,0.0003932525,0.9873282,0.0002870515,0.00001788962,0.00001656023,0.0001465749,0.00004543779,0.0008703481,0.0001460782,0.007512276,0.0001067708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866874,0.001762882,0.000001118751,0.004266008,0.00003286764,0.0005316915,0.00001395128,0.00001767595,0.006686416],"genre_scores_gemma":[0.9891929,0.001455838,0.0002305798,0.0002289663,0.00004158534,0.00007388584,0.00002248651,0.00000703158,0.008746733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043513,"threshold_uncertainty_score":0.9961121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878752535983906,"score_gpt":0.4166567414984215,"score_spread":0.3678692161385825,"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."}}