{"id":"W4398793085","doi":"10.1200/edbk_100039","title":"Common Sense Oncology: Equity, Value, and Outcomes That Matter","year":2024,"lang":"en","type":"review","venue":"American Society of Clinical Oncology Educational Book","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Transformative learning; Equity (law); Clinical Oncology; Medicine; Common sense; Oncology; Internal medicine; Toxicity; Intensive care medicine; Psychology; Cancer; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003955133,0.0006603883,0.001659408,0.002297929,0.0004280515,0.003368463,0.0008781985,0.002485283,0.006258958],"category_scores_gemma":[0.01548491,0.0002972488,0.001024136,0.004441186,0.002197784,0.004155152,0.001858141,0.004280344,0.0009061948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953274,"about_ca_system_score_gemma":0.005024417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321248,"about_ca_topic_score_gemma":0.004366721,"domain_scores_codex":[0.9976203,0.001178983,0.000188408,0.0001526406,0.0007668473,0.00009292441],"domain_scores_gemma":[0.9926174,0.005934915,0.0006966755,0.0001175625,0.0004538956,0.0001794489],"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":[0.00005756659,0.00003621018,0.0005143019,0.02140767,0.0003585861,0.0001050728,0.0001967631,0.0006061697,0.00009393801,0.085037,0.1304224,0.7611644],"study_design_scores_gemma":[0.00003934146,0.00006139698,0.001498663,0.04980776,0.0002896378,0.0007210239,0.0002986336,0.000300923,0.00009029946,0.1106642,0.836192,0.00003624817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006264364,0.989584,0.0002487894,0.007627763,0.0005653391,0.0000059122,0.00001933612,0.000003501914,0.001882699],"genre_scores_gemma":[0.00302858,0.9901019,0.0002662838,0.004242234,0.001480715,0.00001723418,0.00003156929,0.000003833904,0.0008275438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006258958,"threshold_uncertainty_score":0.02142763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.231916039514466,"score_gpt":0.5091675060736109,"score_spread":0.277251466559145,"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."}}