{"id":"W3161786753","doi":"10.1007/s00384-021-03952-4","title":"Hospitalizations among early-stage colon cancer patients receiving adjuvant chemotherapy: a real-world study","year":2021,"lang":"en","type":"article","venue":"International Journal of Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; FOLFOX; Internal medicine; Colorectal cancer; Proportional hazards model; Context (archaeology); Stage (stratigraphy); Comorbidity; Population; Logistic regression; Cancer; Chemotherapy; Surgery; Oxaliplatin","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001305416,0.0002163211,0.0004219064,0.0002691042,0.00007052037,0.00009189454,0.000227057,0.00004370971,0.001091727],"category_scores_gemma":[0.0003566568,0.0001897863,0.0002939098,0.000443594,0.00007502281,0.0003034127,0.0000998388,0.0002263211,0.000009181203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009324083,"about_ca_system_score_gemma":0.0006635839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002825769,"about_ca_topic_score_gemma":0.0008036281,"domain_scores_codex":[0.9975836,0.0001139163,0.0006347129,0.0002833673,0.001162051,0.0002224046],"domain_scores_gemma":[0.9969039,0.0001105648,0.0004623257,0.0001508251,0.001894955,0.0004774399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003876406,0.003895135,0.98501,0.00001496374,0.0009990771,0.002312183,0.0006638068,0.0000724444,0.0001350155,0.00003276757,0.0003361745,0.002652022],"study_design_scores_gemma":[0.006439823,0.0009689125,0.9903672,0.0002904909,0.0003127097,0.000008929572,0.0001213975,0.0001112345,0.0006258448,0.00006588417,0.000524673,0.0001629316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947082,0.0002221882,0.00001189866,0.0007086098,0.001411003,0.0005355595,0.0001078262,0.00003126097,0.002263498],"genre_scores_gemma":[0.9970438,0.0003098589,0.00006362164,0.000252511,0.0002903793,0.00007147698,0.00005453395,0.00004007363,0.001873695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005357166,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185056397411129,"score_gpt":0.3219421512583467,"score_spread":0.3100915872842355,"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."}}