{"id":"W3160834867","doi":"10.1245/s10434-021-09909-9","title":"ASO Visual Abstract: Chemotherapy After Diagnosis of Malignant Bowel Obstruction is Associated with Greater Survival for Medicare Patients with Advanced Malignancy","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Cancer Research Coordinating Committee","keywords":"Medicine; Surgical oncology; Malignancy; Chemotherapy; Bowel obstruction; General surgery; Oncology; Internal medicine; Radiology; Surgery","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":[0.0004146903,0.0002971947,0.0002918619,0.0007017052,0.0002523127,0.0008073871,0.0003521602,0.0009011852,0.06101194],"category_scores_gemma":[0.005108114,0.0001035931,0.0005155202,0.0008077995,0.0001127926,0.0003404196,0.0003650446,0.0005953418,0.003368069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290102,"about_ca_system_score_gemma":0.0006384632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385182,"about_ca_topic_score_gemma":0.008239475,"domain_scores_codex":[0.9997745,0.00004225236,0.0000220106,0.00003371088,0.00008376418,0.00004374802],"domain_scores_gemma":[0.9966648,0.0008764537,0.0009972736,0.00008436315,0.0006215026,0.0007555334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004396916,0.0002655825,0.6885732,0.0010526,0.0005488461,0.0002469943,0.0000515622,0.0001642934,0.0007844826,0.0001967105,0.2576663,0.04605259],"study_design_scores_gemma":[0.0003249641,0.0002702436,0.9839377,0.0001905901,0.0002822395,0.0002033036,0.00009548634,0.0001780563,0.0001246419,0.0001345401,0.01424422,0.00001401466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7180372,0.02042768,0.0004473311,0.06268056,0.01620125,0.0002080997,0.110154,0.0003071502,0.07153681],"genre_scores_gemma":[0.9095463,0.004662902,0.0003934794,0.008599875,0.01795388,0.00009625539,0.02395663,0.00006766441,0.03472316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06101194,"threshold_uncertainty_score":0.2041053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061059905226638,"score_gpt":0.3359224092114812,"score_spread":0.3053118101592148,"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."}}