{"id":"W4220929667","doi":"10.17975/sfj-2022-002","title":"Breast Implant Associated Lymphoma: Textured Breast Implants and Their Association with Cancer","year":2022,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McMaster University","funders":"","keywords":"Medicine; Implant; Breast augmentation; Breast cancer; Silicone; Breast implant; Dentistry; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002945353,0.0002681894,0.0002429582,0.001260916,0.0003685113,0.0009077209,0.0003809745,0.0007652995,0.009241343],"category_scores_gemma":[0.001498871,0.0001257469,0.0002344065,0.002025208,0.0004470462,0.0008566831,0.0004252458,0.0008254156,0.0009290259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825691,"about_ca_system_score_gemma":0.0002115503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824548,"about_ca_topic_score_gemma":0.001889853,"domain_scores_codex":[0.9996917,0.00004961364,0.00002944499,0.00004892184,0.0001004006,0.0000799359],"domain_scores_gemma":[0.999077,0.0001669849,0.0004855522,0.00004070211,0.0001119564,0.0001177559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003110724,0.0001562836,0.9348099,0.000243245,0.00008180793,0.007099897,0.0001574328,0.0001404117,0.0009632437,0.0006632452,0.004300215,0.05107328],"study_design_scores_gemma":[0.0000292101,0.0001929627,0.880468,0.0005221753,0.00023417,0.09721517,0.001132872,0.0007929699,0.0003856026,0.002107139,0.01687964,0.00004015712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721394,0.09242328,0.001663661,0.004851821,0.0004725001,0.0000732476,0.00123289,0.0001022287,0.02704107],"genre_scores_gemma":[0.9864927,0.009651816,0.000439718,0.0005062374,0.0006160529,0.00001235108,0.000301313,0.00001067075,0.001969222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009241343,"threshold_uncertainty_score":0.03091538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012202960570099,"score_gpt":0.2221562892121688,"score_spread":0.2120342596064678,"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."}}