{"id":"W2121889813","doi":"10.1016/j.clon.2006.02.012","title":"Waiting Times for Cancer Surgery in Ontario: 1984–2000","year":2006,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Cancer surgery; General surgery; Cancer; Surgery; 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":[0.00121851,0.0001055723,0.000726515,0.00006352439,0.00003912882,0.000006058794,0.00006878903,0.0002869673,0.0006487865],"category_scores_gemma":[0.0006584736,0.0000926459,0.0002444356,0.0001102536,0.0001149891,0.00005139124,0.00002887335,0.0003936256,0.00003077877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557229,"about_ca_system_score_gemma":0.002623092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1488686,"about_ca_topic_score_gemma":0.5209852,"domain_scores_codex":[0.9982486,0.00007325605,0.0008789178,0.000305714,0.0001195609,0.0003739074],"domain_scores_gemma":[0.997406,0.00207368,0.0001761041,0.0001413264,0.00009504353,0.0001078334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006313655,0.0001810305,0.9038575,0.00001447731,0.00001996988,0.0001299766,0.00003012908,0.00003584085,0.00002192569,0.0002966051,0.03834799,0.05643317],"study_design_scores_gemma":[0.001379385,0.0003880028,0.6310723,0.0001148669,0.00005681856,0.00001866125,0.00004045563,0.0002966566,0.00002684731,0.000718471,0.3657905,0.00009697646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731058,0.0005717775,0.00003789454,0.00470913,0.0008064561,0.0002986423,0.000004529644,0.00003244069,0.02043335],"genre_scores_gemma":[0.9868747,0.00004586593,0.001348888,0.004529467,0.001047599,0.00009663073,0.00002945919,0.00001337524,0.006014041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3721167,"threshold_uncertainty_score":0.8567992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2939614220457513,"score_gpt":0.4852974220601375,"score_spread":0.1913360000143862,"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."}}