{"id":"W2029391326","doi":"10.1002/cncr.24246","title":"Cost implications of new treatments for advanced colorectal cancer","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Bristol-Myers Squibb Canada; American Society of Clinical Oncology","keywords":"Medicine; Colorectal cancer; Oncology; Regimen; Clinical trial; Internal medicine; Cancer; Cost effectiveness; Chemotherapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001434233,0.000134337,0.0003150051,0.00003897494,0.00007473003,0.000004074216,0.00004576473,0.00004043731,0.0001866209],"category_scores_gemma":[0.00001541224,0.000103935,0.0001154269,0.0001535914,0.00003513896,0.00004224331,0.00000841015,0.0000361878,0.000001916356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022208,"about_ca_system_score_gemma":0.0003158417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682245,"about_ca_topic_score_gemma":0.0003850255,"domain_scores_codex":[0.9993246,0.000003368307,0.000169247,0.0002141085,0.00008512141,0.0002035831],"domain_scores_gemma":[0.9995093,0.00002656413,0.00008344964,0.0001281883,0.0001414735,0.0001109781],"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":[0.001686741,0.0003059342,0.04978032,0.00003020717,0.0005810435,0.000001561413,0.0007367489,0.00004332365,0.02051554,0.0002944763,0.01762062,0.9084035],"study_design_scores_gemma":[0.007141026,0.001724445,0.9044772,0.0001378059,0.0007765788,0.000004013052,0.0001082524,0.00002099373,0.03983516,0.0006113737,0.04499177,0.0001713804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701213,0.01296209,0.0001875887,0.008666657,0.0002951221,0.0021999,0.0004221204,0.00005713835,0.005088107],"genre_scores_gemma":[0.9896432,0.002692491,0.0007325259,0.0006225992,0.000199707,0.00125535,0.00003473199,0.00001469897,0.004804739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9082321,"threshold_uncertainty_score":0.4238345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05529555436564371,"score_gpt":0.3990713062463986,"score_spread":0.3437757518807549,"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."}}