{"id":"W2782208994","doi":"10.21037/jgo.2017.12.01","title":"Travel distance and use of salvage palliative chemotherapy in patients with metastatic colorectal cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Colorectal cancer; Interquartile range; Metastasectomy; Internal medicine; Palliative care; Cancer; Salvage therapy; Odds ratio; Cohort; Logistic regression; Oncology; Multivariate analysis; Chemotherapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186171,0.0001268099,0.0006880371,0.0001431178,0.00001303554,0.000003164877,0.00005824075,0.00002654795,0.00003880661],"category_scores_gemma":[0.0003988647,0.00008668495,0.00005513061,0.0001703672,0.000420777,0.0001039101,0.00001224823,0.0002112141,3.231764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710815,"about_ca_system_score_gemma":0.0002933712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008912299,"about_ca_topic_score_gemma":0.0002412813,"domain_scores_codex":[0.9988955,0.00007990226,0.0005204719,0.0001085051,0.000226,0.0001696554],"domain_scores_gemma":[0.9978978,0.0003994435,0.0007637967,0.00005794607,0.000781119,0.0000999026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009724014,0.0004952764,0.9822118,0.00006581733,0.0001109618,0.00009866537,0.001271314,0.000007606112,0.0035158,0.00002698378,0.0001306047,0.002341168],"study_design_scores_gemma":[0.006768879,0.0200641,0.9669177,0.002043709,0.0001183637,0.0001373003,0.0004338375,0.00007692306,0.003008507,0.00003081006,0.0003362092,0.00006365536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962777,0.0001985385,0.002860008,0.0003512372,0.00004605678,0.0001570425,0.00002082528,0.000001793539,0.00008674791],"genre_scores_gemma":[0.9449911,0.0001408597,0.0546134,0.0001516926,0.00006651264,0.000002251758,0.000001828686,0.0000120151,0.00002037606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05175339,"threshold_uncertainty_score":0.353491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08374544439682521,"score_gpt":0.4003726765513885,"score_spread":0.3166272321545633,"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."}}