{"id":"W4256482014","doi":"10.1177/229255031001800302","title":"Factors Affecting Surgical Wait Times for Breast Reconstruction","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Breast reconstruction; Referral; Breast cancer; Mastectomy; Implant; Cancer; Ductal carcinoma; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004193302,0.0001693696,0.0001435383,0.0005589952,0.0008174333,0.0004865816,0.0003332502,0.0002821301,0.004124844],"category_scores_gemma":[0.006914806,0.0001382184,0.0002337869,0.0006657654,0.000275773,0.0002141835,0.0002870667,0.0005038746,0.0002165032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855524,"about_ca_system_score_gemma":0.003049569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1380676,"about_ca_topic_score_gemma":0.2062092,"domain_scores_codex":[0.9992686,0.0000730254,0.00006407361,0.00006411268,0.0002199751,0.000310127],"domain_scores_gemma":[0.9954032,0.001044522,0.002236151,0.00005189013,0.0003955011,0.0008687315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704435,0.00003342079,0.9891635,0.00005204582,0.00001797294,0.0004914334,0.0005436869,0.0001365562,0.0005265748,0.00006732474,0.0005568649,0.008240281],"study_design_scores_gemma":[0.000005145323,0.0001289423,0.9948758,0.00005523994,0.00001664089,0.001486489,0.001944399,0.000223501,0.0001338227,0.0000366334,0.001082424,0.00001085188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962106,0.001439605,0.0001517875,0.0004127595,0.00002298307,0.00001694032,0.0002694775,0.00001137833,0.001464522],"genre_scores_gemma":[0.9991114,0.000300915,0.0001391027,0.00006686141,0.00001290981,0.000007170552,0.0001205985,0.000003691091,0.0002375091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380676,"threshold_uncertainty_score":0.2745279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208657598536318,"score_gpt":0.2313054681074153,"score_spread":0.2092188921220522,"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."}}