{"id":"W4413969858","doi":"10.5737/23688076354590","title":"Therapeutic breakthroughs in oncology: Enhancing treatment and management","year":2025,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics; Oncology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01255161,0.0009103713,0.001151976,0.002343897,0.004047581,0.00997363,0.002051489,0.004885255,0.008005917],"category_scores_gemma":[0.01899546,0.0003860166,0.0007423282,0.001875669,0.009374755,0.007919256,0.007902269,0.01008034,0.00234856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156012,"about_ca_system_score_gemma":0.02539644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008894865,"about_ca_topic_score_gemma":0.01934917,"domain_scores_codex":[0.9896389,0.003914439,0.0006160188,0.0006004417,0.004465486,0.0007646817],"domain_scores_gemma":[0.9877687,0.004855126,0.001125258,0.0005373245,0.003343204,0.00237047],"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":[0.00009210646,0.0001866872,0.001910244,0.004907767,0.0001226701,0.001094386,0.004720653,0.00097913,0.001510649,0.2513539,0.2189876,0.5141342],"study_design_scores_gemma":[0.00002939899,0.0001046265,0.0009740069,0.00379057,0.0000556335,0.001081305,0.002628464,0.0002926636,0.0004546505,0.08438329,0.9061491,0.00005622491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002591967,0.4070473,0.01127928,0.5149329,0.01023536,0.000144511,0.0001083121,0.0001979847,0.05346249],"genre_scores_gemma":[0.08435967,0.7454835,0.03535448,0.1024639,0.01653224,0.0002446783,0.0002214671,0.0001590108,0.01518104],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01255161,"threshold_uncertainty_score":0.083875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088088493552458,"score_gpt":0.3115633502430415,"score_spread":0.3006824653075169,"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."}}