{"id":"W2595793628","doi":"","title":"Clinical curative effect of video-assisted breast surgery by single incision through the anterior axillary line for removing mammary fibroma","year":2017,"lang":"en","type":"article","venue":"Biomedical Research-tokyo","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Areola; Complication; Blood loss","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":[],"consensus_categories":[],"category_scores_codex":[0.005758747,0.0002310109,0.0008657377,0.0001924827,0.0007171578,0.0001072252,0.000502058,0.0004579969,0.00006562625],"category_scores_gemma":[0.005861351,0.0001289082,0.0004441609,0.0002771394,0.00265229,0.0003097131,0.0004268702,0.0007266383,0.00001625974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009861184,"about_ca_system_score_gemma":0.0004140156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274731,"about_ca_topic_score_gemma":0.00001192061,"domain_scores_codex":[0.9959311,0.0008260282,0.0009413565,0.0005143316,0.001155777,0.000631382],"domain_scores_gemma":[0.9912659,0.006604199,0.0004245223,0.0009011591,0.0004106901,0.00039352],"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":[0.00425152,0.0003642638,0.004762644,0.0004724454,0.0001728678,0.0001177741,0.0000554494,8.218822e-9,0.0306918,0.00002048217,0.0405645,0.9185262],"study_design_scores_gemma":[0.03362666,0.02770884,0.5812042,0.02547196,0.0008569866,0.07484867,0.0007878931,0.005175002,0.0825787,0.002585148,0.1631995,0.001956461],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784956,0.001101238,0.001948997,0.01491571,0.001353222,0.001337601,0.00028699,0.00006714719,0.0004935024],"genre_scores_gemma":[0.9969195,0.0003697166,0.0008757319,0.0000719478,0.001018738,0.00004641377,0.0001958709,0.00003658069,0.0004655688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9165698,"threshold_uncertainty_score":0.9772474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196968676602638,"score_gpt":0.4412657381358253,"score_spread":0.3215688704755615,"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."}}