{"id":"W1995141582","doi":"10.1007/s00266-014-0352-0","title":"A Global Update on Breast Implants","year":2014,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Otorhinolaryngology; Plastic surgery; Breast implant; General surgery; Dentistry; Medical physics; Implant; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002150667,0.0008280725,0.001161282,0.004092063,0.000423744,0.00210356,0.0009363956,0.002088802,0.02113116],"category_scores_gemma":[0.007976965,0.00031044,0.0007878893,0.004176572,0.0008619521,0.003708413,0.001357804,0.002481814,0.006299972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572555,"about_ca_system_score_gemma":0.001834659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410064,"about_ca_topic_score_gemma":0.004704874,"domain_scores_codex":[0.9988862,0.0002317943,0.0002162385,0.0001182833,0.0004250667,0.0001224309],"domain_scores_gemma":[0.9921039,0.004244735,0.0008228556,0.0002874204,0.002045269,0.0004956825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008868954,0.0000345888,0.001020385,0.002845662,0.00003342635,0.0003011522,0.00007482653,0.0001172044,0.0003239365,0.001260788,0.3073572,0.6865422],"study_design_scores_gemma":[0.00001089885,0.00003567386,0.001234888,0.002489375,0.0000563119,0.001136313,0.00008347501,0.000029683,0.0001216165,0.000442784,0.9943497,0.000009322213],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001474288,0.9238058,0.001112141,0.03301622,0.01381532,0.00002352064,0.001014825,0.0001486345,0.0255893],"genre_scores_gemma":[0.00729717,0.9265711,0.002112813,0.02620219,0.02315097,0.00004360737,0.001578197,0.0001049465,0.01293889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02113116,"threshold_uncertainty_score":0.07069075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163211461091472,"score_gpt":0.2289853336884614,"score_spread":0.2173532190775467,"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."}}