{"id":"W2921837178","doi":"10.1002/cam4.2058","title":"Anticancer drugs approved by the Food and Drug Administration for gastrointestinal malignancies: Clinical benefit and price considerations","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Queen's University; Cancer Care South East; Ontario Institute for Cancer Research; Public Health Ontario; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre","funders":"","keywords":"Medicine; Clinical trial; Food and drug administration; Drug; Internal medicine; Dosing; Cancer; Oncology; Pharmacology","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":[0.009800506,0.0003142737,0.0006081188,0.001998298,0.0001921756,0.001819834,0.0003741859,0.0006480258,0.004302006],"category_scores_gemma":[0.02008258,0.0001379529,0.0008272618,0.002820282,0.0006809855,0.001599504,0.0004363922,0.0009506498,0.0005133829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579622,"about_ca_system_score_gemma":0.001164506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007003123,"about_ca_topic_score_gemma":0.001793657,"domain_scores_codex":[0.9946979,0.002453967,0.0007704794,0.0003275274,0.001621344,0.0001287384],"domain_scores_gemma":[0.9722464,0.01699234,0.007566347,0.0003413691,0.002437009,0.0004165521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005377602,0.0002661704,0.1618801,0.009349133,0.001901694,0.0004423092,0.0001385747,0.0028435,0.003040843,0.008465079,0.01778632,0.7885087],"study_design_scores_gemma":[0.002661045,0.007133642,0.6118292,0.01105903,0.007586481,0.008638633,0.0009832575,0.01215242,0.007077287,0.03479689,0.2958407,0.0002414216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3058034,0.5992532,0.007567984,0.03626111,0.0005604881,0.0007116052,0.005983592,0.00008549705,0.04377316],"genre_scores_gemma":[0.9155145,0.06804445,0.006741071,0.004788917,0.001419019,0.0002246021,0.002091579,0.00003511552,0.001140828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009800506,"threshold_uncertainty_score":0.05183065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016788803534325,"score_gpt":0.2899600415129558,"score_spread":0.2497921534776126,"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."}}