{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007026356,0.0001595646,0.0007636099,0.000195741,0.0000523852,0.00001920898,0.00007334261,0.0001833824,0.00181875],"category_scores_gemma":[0.0003869252,0.0002130489,0.0003236743,0.0004252149,0.0001946205,0.0002085284,0.00002261424,0.0002538091,0.00003261195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230981,"about_ca_system_score_gemma":0.0002010613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007802368,"about_ca_topic_score_gemma":0.0214841,"domain_scores_codex":[0.998078,0.0001089616,0.0008237002,0.0003296156,0.0002642435,0.0003954705],"domain_scores_gemma":[0.9984123,0.0005921128,0.0003246229,0.0002311951,0.000239807,0.0001999327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001909921,0.0002017435,0.7040851,0.0008656614,0.0001038163,0.0001427272,0.00002912648,2.352383e-7,0.00004509977,0.000001719964,0.08033331,0.2140005],"study_design_scores_gemma":[0.0004531686,0.00006061568,0.9665677,0.008730787,0.00009836424,0.02293805,0.0001301224,0.00001592796,0.0001298667,0.0001868888,0.0004366734,0.0002518622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917923,0.002219426,0.00001289526,0.00003911878,0.003602917,0.0002396122,0.00005238708,0.00005797495,0.001983419],"genre_scores_gemma":[0.9937591,0.005049238,0.00009708652,0.0001685234,0.0002243257,0.00001701549,0.00004388052,0.00003024526,0.0006106027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2624826,"threshold_uncertainty_score":0.9990937,"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."}}