{"id":"W4200208524","doi":"10.1177/22925503211049947","title":"Citation Analysis in Breast Reconstruction Publications Between 2000 and 2010","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast reconstruction; Citation analysis; Implant; Surgery; Plastic surgery; Citation; Breast cancer; Library science; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976275,0.0001022739,0.0004194569,0.00105502,0.00004679209,0.00003226569,0.00001741466,0.0001004033,0.0003555908],"category_scores_gemma":[0.001468687,0.0001053607,0.0001745346,0.001732621,0.00008563256,0.0001892859,0.00001518236,0.0001489868,0.000008621279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006569543,"about_ca_system_score_gemma":0.00024305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005121844,"about_ca_topic_score_gemma":0.00003719701,"domain_scores_codex":[0.9989882,0.00009546113,0.0003463734,0.0002901446,0.0001163085,0.0001635376],"domain_scores_gemma":[0.9965405,0.002892259,0.00008759667,0.0001933872,0.0001914419,0.0000947502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001270974,0.00003049428,0.9366097,0.00002233252,0.0003127126,0.000012966,0.00002499779,0.000001421612,0.001350092,0.0000373631,0.000243098,0.06134209],"study_design_scores_gemma":[0.0001247048,0.000003354942,0.9963325,0.00007269897,0.0004308197,0.0005656004,0.00008536604,0.00007510956,0.001698888,0.0001232151,0.0003864003,0.0001013245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946979,0.000239301,0.003682761,0.0004056292,0.0004099554,0.00006340095,0.00003486867,0.00007099574,0.0003951418],"genre_scores_gemma":[0.9979563,0.0002038001,0.001295658,0.00001935412,0.00008004073,0.00002100077,0.0002979103,0.000009747015,0.000116151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06124077,"threshold_uncertainty_score":0.4296486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235586903582451,"score_gpt":0.2510174710969003,"score_spread":0.2274587807386552,"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."}}