{"id":"W2057706880","doi":"10.1016/j.jamcollsurg.2009.06.266","title":"Hospital-level structures of care and short-term outcomes of colorectal cancer surgery","year":2009,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Colorectal cancer; General surgery; Term (time); Cancer; Gerontology; Surgery; Internal medicine","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":[0.0003759785,0.00005375719,0.00008750583,0.0005461744,0.0003396267,0.0003659576,0.0002782057,0.000269712,0.008043982],"category_scores_gemma":[0.008592998,0.00006045703,0.0002077462,0.0006405266,0.0001802449,0.0005526943,0.0004267264,0.0004444538,0.0002467572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006887587,"about_ca_system_score_gemma":0.001020711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319689,"about_ca_topic_score_gemma":0.03097395,"domain_scores_codex":[0.9996684,0.00007015283,0.00004650325,0.00002630119,0.00008452109,0.0001042262],"domain_scores_gemma":[0.9933895,0.001601321,0.002647266,0.00009599506,0.0004856885,0.001780275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008058315,0.00004440253,0.9934071,0.00001187082,0.00001355081,0.00003581398,0.00004607021,0.0001248345,0.00002086791,0.0001063932,0.001435037,0.004673452],"study_design_scores_gemma":[0.000004689213,0.00004857823,0.9992592,0.000009860037,0.0000067423,0.00004723723,0.0001904276,0.0001257392,0.00001420611,0.00009853763,0.0001912471,0.000003533685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946067,0.0005437863,0.00004523386,0.001500732,0.00002671209,0.00000697649,0.001169027,0.000003437279,0.00209751],"genre_scores_gemma":[0.9985475,0.0002230011,0.00003507949,0.00006450107,0.00002982131,0.000005848774,0.0006778607,0.000001373204,0.0004149283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319689,"threshold_uncertainty_score":0.02690977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06172447070227934,"score_gpt":0.3927697212708913,"score_spread":0.3310452505686119,"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."}}