{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002141112,0.0001380345,0.0001980287,0.0004067407,0.0002669346,0.000346701,0.0002732924,0.0002202795,0.00243735],"category_scores_gemma":[0.002039744,0.00008121238,0.0003114114,0.0007679298,0.0001543326,0.0002227859,0.000288341,0.000477748,0.0001540091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000783674,"about_ca_system_score_gemma":0.0007629712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04309128,"about_ca_topic_score_gemma":0.06491762,"domain_scores_codex":[0.999819,0.00003558679,0.0000262308,0.00003511569,0.00004344574,0.00004063074],"domain_scores_gemma":[0.9987066,0.0002067772,0.000668123,0.0000333418,0.0001425077,0.0002426635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006932397,0.00001089368,0.9982777,0.00002101883,0.00003863301,0.00007401869,0.0000275895,0.0001243232,0.00005030135,0.000008107393,0.0001247271,0.001173436],"study_design_scores_gemma":[0.000004241151,0.00005235702,0.9988785,0.00001379234,0.00002153795,0.0003220866,0.000157361,0.0002612203,0.00002691182,0.00001514093,0.0002434536,0.000003348912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979442,0.0009855945,0.00006605707,0.0001438951,0.000008385626,0.000004353261,0.0003647255,0.000002944291,0.0004798679],"genre_scores_gemma":[0.9994063,0.0002260692,0.00004090898,0.00001779721,0.000005278565,0.000002142737,0.0002236539,7.44457e-7,0.00007711463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04309128,"threshold_uncertainty_score":0.08568096,"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."}}