{"id":"W7132944838","doi":"","title":"Practice Patterns and Health Outcomes of Adjuvant Oxaliplatin Chemotherapy for Colorectal Cancer","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxaliplatin; Colorectal cancer; Adjuvant chemotherapy; Propensity score matching; Cohort; Adjuvant; Retrospective cohort study; Duration (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002437535,0.00008695617,0.0002045533,0.001193745,0.0002632712,0.000730257,0.0005792897,0.0003600444,0.002178464],"category_scores_gemma":[0.02816789,0.0001330962,0.0002778057,0.003579222,0.0004686867,0.0004726764,0.0005857674,0.0004930893,0.000136765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833893,"about_ca_system_score_gemma":0.004150552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1034039,"about_ca_topic_score_gemma":0.1467894,"domain_scores_codex":[0.9970765,0.000787929,0.0005052703,0.0004593984,0.0009526756,0.0002181835],"domain_scores_gemma":[0.955546,0.007239076,0.03109949,0.001302164,0.003300493,0.001512773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009876394,0.00001681539,0.9861968,0.0001676908,0.0001637138,0.0000296406,0.0003797075,0.0001955965,0.00006439957,0.0001972592,0.001588334,0.01090135],"study_design_scores_gemma":[0.00001845498,0.00002834411,0.9973056,0.0001352805,0.00004124196,0.00006614721,0.00024526,0.0003247433,0.00003999058,0.0001344704,0.001654449,0.000006011969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752177,0.007023093,0.0005001647,0.005503905,0.0000794907,0.0000669017,0.007789622,0.00002265066,0.00379644],"genre_scores_gemma":[0.996473,0.001495998,0.0002130483,0.0002351422,0.0000493366,0.00002014946,0.00123564,0.000004982331,0.0002727674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034039,"threshold_uncertainty_score":0.2056041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637313784139462,"score_gpt":0.4610361585733362,"score_spread":0.4046630207319415,"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."}}