{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004049508,0.0001312351,0.00038807,0.0005626583,0.0001444247,0.00003533328,0.00004193908,0.0001650592,0.0006795127],"category_scores_gemma":[0.0005692735,0.00009975799,0.0003465812,0.0001312968,0.0001218349,0.0001426686,0.000002154318,0.0004033305,0.000005357084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006901301,"about_ca_system_score_gemma":0.001499538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002999166,"about_ca_topic_score_gemma":0.001930802,"domain_scores_codex":[0.9990504,0.0000244295,0.0003988321,0.0001072464,0.0001123388,0.000306772],"domain_scores_gemma":[0.9965598,0.002114729,0.0002552643,0.00007215494,0.0002287685,0.0007693017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507463,0.00001188047,0.8363463,0.00005181536,0.0001420478,0.000165996,0.00006105657,0.000002450596,0.0003893618,0.0000679499,0.001619163,0.1609912],"study_design_scores_gemma":[0.0006303677,0.00005869272,0.6416624,0.0002789792,0.0001462026,0.3551057,0.0003503316,0.00005229545,0.0004670217,0.00005875991,0.001037488,0.0001518058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986838,0.00003772959,0.0000693305,0.00008966268,0.01263395,0.00007518449,0.00008621918,0.0000102555,0.0001596922],"genre_scores_gemma":[0.9980881,0.00000169632,0.0001309371,0.000005089149,0.001668626,6.977357e-7,0.00001276832,0.00001781965,0.00007426942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549397,"threshold_uncertainty_score":0.7440188,"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."}}