{"id":"W2314948380","doi":"10.1097/sap.0b013e3181f8cb1c","title":"Fellowship Review: Allergan Breast Reconstruction Fellowship in Vancouver, British Columbia","year":2011,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Optometry; Breast reconstruction; Ophthalmology; Breast cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002186072,0.0003041733,0.0004017337,0.001251224,0.001982206,0.001377725,0.001479861,0.004223889,0.02050614],"category_scores_gemma":[0.01135615,0.0002703964,0.0002886351,0.001812612,0.000615254,0.0006589772,0.001266701,0.001769751,0.002275344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048809,"about_ca_system_score_gemma":0.04751417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.246803,"about_ca_topic_score_gemma":0.6460474,"domain_scores_codex":[0.998024,0.0003223996,0.0001944599,0.0001215695,0.0007173775,0.0006202088],"domain_scores_gemma":[0.9792091,0.001305505,0.001040936,0.0002859407,0.01171879,0.006439695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144448,0.00006068095,0.006323116,0.001016964,0.00001982484,0.0007352209,0.0001445435,0.00004521371,0.000181405,0.0002945578,0.9337326,0.05733133],"study_design_scores_gemma":[0.0001666078,0.0001601209,0.08102951,0.00517496,0.00005770288,0.001488477,0.001918743,0.00005433504,0.0001387948,0.0001499223,0.9096321,0.0000286561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05355106,0.1376498,0.0002241336,0.6008257,0.07563134,0.0007872257,0.00253952,0.00008317932,0.1287081],"genre_scores_gemma":[0.2772051,0.2609594,0.0008402643,0.1325773,0.03649762,0.0005235355,0.005044726,0.0001389923,0.2862129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.753197,"threshold_uncertainty_score":0.490733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457654874258476,"score_gpt":0.2562799955550815,"score_spread":0.1917034468124968,"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."}}