{"id":"W2122344453","doi":"10.1245/s10434-014-4320-3","title":"A Patient-Centered Approach to Wait Times in the Surgical Management of Breast Cancer in the Province of Ontario","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"Institute for Clinical Evaluative Sciences","keywords":"Surgical oncology; Medicine; Breast cancer; General surgery; Cancer; Oncology; Internal medicine","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":[0.001135693,0.0001353441,0.0001586748,0.0009519468,0.00485089,0.001786647,0.001447673,0.000550001,0.004055744],"category_scores_gemma":[0.006202168,0.000297622,0.0002958025,0.001302303,0.001163693,0.0006669378,0.00165939,0.001107777,0.000130207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0462766,"about_ca_system_score_gemma":0.1192502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9533969,"about_ca_topic_score_gemma":0.9900989,"domain_scores_codex":[0.9986404,0.0003894213,0.0001040239,0.0000905154,0.0003211652,0.0004544332],"domain_scores_gemma":[0.9952402,0.0005604975,0.0009805127,0.0000691739,0.0009359518,0.002213738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165835,0.0003464336,0.8637227,0.0003649688,0.00008707641,0.001347475,0.02914041,0.001695283,0.0007920222,0.003824809,0.03297837,0.06553459],"study_design_scores_gemma":[0.00004729079,0.000193802,0.9011782,0.0002877429,0.00006274261,0.000479984,0.07196994,0.002209819,0.0002260183,0.001209941,0.0220695,0.00006496168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125329,0.001885866,0.0009982733,0.06434155,0.0001894441,0.0002352801,0.0007351058,0.00005054892,0.01903116],"genre_scores_gemma":[0.9952434,0.0009093759,0.001009628,0.001292876,0.00005353749,0.00003961999,0.0001024777,0.00001127565,0.001337869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660314,"threshold_uncertainty_score":0.3357618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541509831573874,"score_gpt":0.3866749139561865,"score_spread":0.2325239307987991,"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."}}