{"id":"W2619983156","doi":"10.1097/prs.0000000000003390","title":"Discussion: Is Rotation a Concern with Anatomical Breast Implants? A Statistical Analysis of Factors Predisposing to Rotation","year":2017,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reconstructive surgery; Plastic surgery; Medicine; General surgery; Breast surgery; Surgery; Breast cancer; Internal medicine","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":[0.0002100578,0.0006377941,0.002172604,0.001820645,0.0002273564,0.000102175,0.0001483212,0.000731921,0.000589399],"category_scores_gemma":[0.0003251953,0.0004071921,0.0004886957,0.00065926,0.0006548279,0.0002705542,0.00005002526,0.00108149,0.00001838836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751346,"about_ca_system_score_gemma":0.0007423592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000249053,"about_ca_topic_score_gemma":0.0000592645,"domain_scores_codex":[0.9964384,0.0001770894,0.001004581,0.0009509054,0.0008268403,0.0006021989],"domain_scores_gemma":[0.9947789,0.002742031,0.001149422,0.0005219442,0.0004852756,0.0003224076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003089894,0.0001008651,0.7909365,0.0007490931,0.009769545,0.0007060753,0.0008114591,0.00002090257,0.0001432995,0.00002211136,0.03998566,0.1536646],"study_design_scores_gemma":[0.001505092,0.0002905514,0.9291656,0.003425698,0.01672741,0.04308804,0.0009524556,0.002057707,0.0005429327,0.00009536885,0.0008147368,0.001334389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698358,0.00001782729,0.008675939,0.008776257,0.00184416,0.0008451868,0.00978974,0.00007750782,0.0001376268],"genre_scores_gemma":[0.9882783,0.000007036674,0.001462444,0.001689349,0.001389541,0.000067702,0.006860076,0.0001030783,0.0001425262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523302,"threshold_uncertainty_score":0.999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387783708073379,"score_gpt":0.2742220584495372,"score_spread":0.2503442213688034,"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."}}