{"id":"W2474853573","doi":"10.7759/cureus.680","title":"Wait Time from Suspicion to Surgery for Breast Cancer in Manitoba","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Breast cancer; Cancer; Cohort; Retrospective cohort study; Population; Test (biology); Cancer registry; Surgery; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324836,0.0002448787,0.000184521,0.0009195217,0.001238995,0.0007197284,0.0008526605,0.0002559354,0.00165602],"category_scores_gemma":[0.001445821,0.0003013521,0.0002677571,0.00232055,0.0003935561,0.0003238061,0.0009534273,0.000506452,0.0002167605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005732681,"about_ca_system_score_gemma":0.006468453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7543294,"about_ca_topic_score_gemma":0.7901288,"domain_scores_codex":[0.9997284,0.00003625513,0.00002762928,0.00005561227,0.00004887271,0.0001032403],"domain_scores_gemma":[0.9988101,0.0001379592,0.0004983045,0.00004208017,0.000202761,0.0003088354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000363233,0.00001533296,0.9971993,0.00002519874,0.00001998869,0.0001514743,0.0005974961,0.00005332214,0.0001714178,0.00002047856,0.0002395501,0.001470137],"study_design_scores_gemma":[0.000003732978,0.0000412176,0.9972935,0.00003717994,0.00002050543,0.0002065823,0.001701407,0.0001170731,0.00005783357,0.00002235244,0.0004924685,0.00000617291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971003,0.0005545563,0.00008203815,0.0002459055,0.000009821241,0.00002068781,0.001232449,0.00001096396,0.0007430829],"genre_scores_gemma":[0.998092,0.0005762984,0.0001132553,0.0001210568,0.000006684426,0.0000254446,0.0007062579,0.000004370938,0.0003545366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456706,"threshold_uncertainty_score":0.4942347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053674214958289,"score_gpt":0.3269695695195284,"score_spread":0.2564328273699455,"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."}}