{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982802,0.0001557588,0.0001573994,0.0004450211,0.0008325557,0.0005609986,0.0004466052,0.0002077757,0.001787984],"category_scores_gemma":[0.002304263,0.0001494796,0.0003439517,0.001157882,0.0003899922,0.0001988865,0.0004481325,0.0002858216,0.0001112278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009101626,"about_ca_system_score_gemma":0.007987821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8879602,"about_ca_topic_score_gemma":0.9370139,"domain_scores_codex":[0.9995642,0.00004186903,0.00003273925,0.00005470117,0.0001315954,0.0001748157],"domain_scores_gemma":[0.9976145,0.0002288727,0.001010929,0.00006581998,0.0004213742,0.0006585347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004173115,0.000004473127,0.9984469,0.000008675751,0.00001674792,0.00003849851,0.0001026396,0.00004638937,0.00004636429,0.00001280862,0.0002777086,0.0009571838],"study_design_scores_gemma":[0.000002904242,0.00001096306,0.9993994,0.000005686154,0.000008381124,0.00003147329,0.000174444,0.00007690911,0.0000118694,0.000009835873,0.0002661064,0.000002054608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964149,0.0003534664,0.00005658589,0.000302456,0.000008035106,0.0000101509,0.001783142,0.000005307807,0.001065966],"genre_scores_gemma":[0.9989886,0.0001079206,0.0000278129,0.00001980376,0.000003456814,0.000003962788,0.000620586,0.00000135451,0.0002264988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8879602,"threshold_uncertainty_score":0.2253992,"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."}}