{"id":"W77222969","doi":"10.4172/plastic-surgery.1000652","title":"Factors affecting surgical wait times for breast reconstruction","year":2010,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Breast reconstruction; Referral; Breast cancer; Mastectomy; Cancer; Implant; Ductal carcinoma; Surgery; Reconstructive surgery; Internal medicine; Family 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":[0.0004010859,0.0001599597,0.0001381838,0.0004902925,0.000748871,0.0004413217,0.0003064037,0.0003149549,0.003746403],"category_scores_gemma":[0.006960275,0.0001353686,0.0002168422,0.0005891835,0.0002858625,0.0001962515,0.0002606754,0.0004529052,0.0002034177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695234,"about_ca_system_score_gemma":0.002828007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1115218,"about_ca_topic_score_gemma":0.165694,"domain_scores_codex":[0.9993691,0.00006679133,0.00005531095,0.0000581319,0.000199699,0.0002510061],"domain_scores_gemma":[0.9958575,0.001029531,0.00193778,0.00005175785,0.0003581889,0.0007651763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001765684,0.0000326759,0.9906475,0.00004246098,0.00001684455,0.0004149895,0.0004844317,0.0001203428,0.0005535642,0.00004540534,0.0004543696,0.007010834],"study_design_scores_gemma":[0.000005718706,0.0001335854,0.9955068,0.00004736651,0.00001614452,0.001425368,0.001636302,0.0001868707,0.0001373043,0.00002503776,0.0008699544,0.000009568257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972519,0.001142767,0.0001095177,0.000316475,0.00001685491,0.00001251666,0.0001669274,0.00000859113,0.0009744887],"genre_scores_gemma":[0.9993441,0.0002375553,0.0001029709,0.00004942683,0.000009119957,0.000005421048,0.00008480091,0.00000284339,0.0001637604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115218,"threshold_uncertainty_score":0.2217454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478448582709163,"score_gpt":0.249001751983704,"score_spread":0.2242172661566124,"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."}}