{"id":"W7152933284","doi":"","title":"Breast Implant Surgery; Risks and Health Complications.","year":2024,"lang":"en","type":"other","venue":"PubMed","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Health care; Implantable cardioverter-defibrillator; Clinical Practice; Risk assessment; Standard of care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001764594,0.0003188532,0.0005601405,0.00299301,0.0003942357,0.001367982,0.0004518998,0.0008731451,0.009959055],"category_scores_gemma":[0.01419063,0.0001952217,0.0009483146,0.005151697,0.0003836888,0.0014043,0.0007614361,0.001178719,0.0007151176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009378733,"about_ca_system_score_gemma":0.002848601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005976573,"about_ca_topic_score_gemma":0.009084265,"domain_scores_codex":[0.9984724,0.0003591572,0.0002997255,0.000117497,0.0006718796,0.00007933352],"domain_scores_gemma":[0.9921784,0.003653168,0.003117904,0.00004862599,0.0007787618,0.0002231024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006862898,0.0005174672,0.4474654,0.09623047,0.001231225,0.000790276,0.002059586,0.0004015659,0.0001881534,0.005209707,0.03170884,0.4135111],"study_design_scores_gemma":[0.000166312,0.0004738936,0.7999062,0.1029509,0.001853383,0.004761989,0.004584238,0.0004234631,0.0001568985,0.004464661,0.08018042,0.00007771061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07643455,0.8639136,0.0006041953,0.01730949,0.000718431,0.0004469686,0.009006826,0.00002259153,0.03154338],"genre_scores_gemma":[0.5135268,0.4700334,0.003790917,0.004446374,0.0007986524,0.0008389296,0.002945834,0.00001178817,0.003607303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009959055,"threshold_uncertainty_score":0.03331631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189117598858287,"score_gpt":0.3148989158713629,"score_spread":0.1959871559855342,"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."}}