{"id":"W1546853405","doi":"","title":"Influence of hospital characteristics on operative death and survival of patients after major cancer surgery in Ontario.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cancer; Breast cancer; Logistic regression; Cancer registry; Mortality rate; Lung cancer; Surgery; General surgery; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001352634,0.00008789643,0.0002970353,0.00006698212,0.000009216586,0.00000483088,0.00003068462,0.00004294979,0.00001352307],"category_scores_gemma":[0.00008941309,0.00007476565,0.00003093468,0.00008321521,0.00004925839,0.00008703509,0.00002201019,0.0000942538,3.401488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456611,"about_ca_system_score_gemma":0.00008664253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07035359,"about_ca_topic_score_gemma":0.03247396,"domain_scores_codex":[0.9991542,0.00001781988,0.0002790061,0.0001427705,0.0002220687,0.0001841708],"domain_scores_gemma":[0.9995675,0.00004952698,0.0001005258,0.00009057295,0.000141925,0.00004991077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004492155,0.0001056173,0.99667,0.0000285461,0.00001240785,0.00001479049,0.0001581672,0.00001169173,0.000005906055,0.00001543292,0.00002567852,0.002502556],"study_design_scores_gemma":[0.0004947899,0.00007047617,0.9987782,0.0001240029,0.00002140844,2.151222e-7,0.0000140339,0.000001805363,0.0003529617,0.00001015084,0.00006192057,0.00007002612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991155,0.0000641051,5.456649e-7,0.00005907574,0.00009214957,0.0003544496,0.0000462463,0.000003488677,0.0002645021],"genre_scores_gemma":[0.9994798,0.00001412756,0.0000132973,0.00009803533,0.00003206104,0.0002529446,0.00001457986,0.000005902504,0.00008925807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03787962,"threshold_uncertainty_score":0.9851809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709283855136236,"score_gpt":0.2583227583857839,"score_spread":0.2312299198344216,"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."}}