{"id":"W4386283307","doi":"10.3390/curroncol30090580","title":"Use of Drugs in Clinical Practice and the Associated Cost of Cancer Treatment in Adult Patients with Solid Tumors: A 10-Year Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Context (archaeology); Cancer; Medical prescription; Cohort; Incidence (geometry); Population; Internal medicine; Family medicine; Intensive care medicine; Pediatrics; Oncology; Pharmacology; Environmental health","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":[0.001223331,0.0003359906,0.0006848573,0.001843547,0.0005107496,0.00102554,0.0006517768,0.000629415,0.001865765],"category_scores_gemma":[0.00330921,0.0005610975,0.001184086,0.002830008,0.0003439237,0.0008895188,0.000879885,0.0007741289,0.0003778869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877976,"about_ca_system_score_gemma":0.0007391432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138449,"about_ca_topic_score_gemma":0.009892116,"domain_scores_codex":[0.9987049,0.0002269938,0.0003005675,0.0003118157,0.0002604043,0.0001953173],"domain_scores_gemma":[0.9956468,0.0005830073,0.002732215,0.0003080247,0.0004075114,0.0003224997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637215,0.00004453971,0.9990348,0.00002362492,0.00008745069,0.00005762377,0.00005090214,0.00003213813,0.00003580856,0.00001103285,0.00009574994,0.000362624],"study_design_scores_gemma":[0.00002549103,0.0002453594,0.9982961,0.00002122987,0.00009003744,0.0004060409,0.0003240796,0.0002307437,0.0000317511,0.00001272165,0.0003078084,0.000008659051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997525,0.0003340026,0.00006724983,0.00002727809,0.000005232077,0.00004743385,0.001725124,0.000002423975,0.0002662764],"genre_scores_gemma":[0.9973183,0.0003129696,0.0001402696,0.00004579216,0.00001394527,0.00006436653,0.001968209,0.000003336374,0.0001328122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138449,"threshold_uncertainty_score":0.02263647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0848333435789417,"score_gpt":0.3892311566363336,"score_spread":0.3043978130573919,"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."}}