{"id":"W2000891188","doi":"10.3816/ccc.2008.n.051","title":"Trends in Chemotherapy Utilization for Colorectal Cancer","year":2008,"lang":"en","type":"article","venue":"Clinical Colorectal Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Colorectal cancer; Internal medicine; Stage (stratigraphy); Cancer; Adjuvant chemotherapy; Population; Chemotherapy; Oncology; Gastroenterology; Surgery; Breast cancer","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":[0.0006290252,0.0001332016,0.000249105,0.002747181,0.0002139145,0.0007187774,0.0003445505,0.0004177723,0.002667743],"category_scores_gemma":[0.004035894,0.0001676417,0.0006709012,0.006359797,0.0001550481,0.0008958192,0.0002730541,0.0007109105,0.0003421031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072401,"about_ca_system_score_gemma":0.001153913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04559828,"about_ca_topic_score_gemma":0.05781056,"domain_scores_codex":[0.9993863,0.0001166191,0.0001545139,0.0001082198,0.0001202207,0.0001140451],"domain_scores_gemma":[0.9937258,0.001164126,0.00318222,0.00015327,0.001344779,0.0004297556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003858016,0.00004494219,0.9775669,0.0002643836,0.0001854954,0.00004391078,0.0001431182,0.0001794813,0.0002764063,0.0003297644,0.003932608,0.01664729],"study_design_scores_gemma":[0.000009250935,0.00007620233,0.9936177,0.0000809888,0.00007840247,0.000223985,0.0002814392,0.0002471217,0.0002081757,0.00003864627,0.005132138,0.000005984039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292396,0.02413026,0.0003759409,0.002981154,0.0001073438,0.0000260273,0.03479171,0.00007256924,0.008275501],"genre_scores_gemma":[0.9639677,0.01419424,0.0003867111,0.0004716118,0.0001406097,0.00003534441,0.01882356,0.00002167305,0.001958529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04559828,"threshold_uncertainty_score":0.0906657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428829878580277,"score_gpt":0.4476129602540719,"score_spread":0.3047299723960442,"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."}}