{"id":"W107065855","doi":"10.1097/01.prs.0000146066.15887.79","title":"UTILIZATION AND REGIONAL VARIATION OF BREAST RECONSTRUCTION IN CANADA","year":2005,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Publication; Medicine; Editorial board; Space (punctuation); Library science; Publishing; Public relations; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002193217,0.0004139166,0.001086303,0.0009470104,0.00005894582,0.00001570689,0.0000549815,0.0006646743,0.0002882014],"category_scores_gemma":[0.0001577247,0.0004113284,0.0001422163,0.0004072473,0.0002959928,0.0002318897,0.00002432379,0.001125399,0.000003711325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009393022,"about_ca_system_score_gemma":0.003964321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1676068,"about_ca_topic_score_gemma":0.1397543,"domain_scores_codex":[0.9973211,0.0001571632,0.001049472,0.0005933165,0.0004663371,0.0004125753],"domain_scores_gemma":[0.9966986,0.001884326,0.0007958292,0.0002179816,0.0002946975,0.0001086155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003902142,0.0000285944,0.1785082,0.0007394922,0.0002805357,0.0001555416,0.00006180926,0.000007549244,0.00005204681,0.00002263363,0.02312477,0.7966287],"study_design_scores_gemma":[0.001101681,0.00003200735,0.7158571,0.002593625,0.0003652314,0.2742281,0.0002688043,0.0009168247,0.00007749283,0.0002402392,0.003667757,0.000651057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715486,0.000474738,0.0001592586,0.02095296,0.005176401,0.0005718785,0.0005936504,0.00004635109,0.0004761191],"genre_scores_gemma":[0.9739114,0.0009995415,0.002092923,0.01234713,0.007657954,0.00008614094,0.00246768,0.0001894116,0.0002478275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7959776,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467813352204775,"score_gpt":0.2154677163128505,"score_spread":0.1907895827908027,"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."}}