{"id":"W2781275677","doi":"10.1097/prs.0000000000003933","title":"MBN 2016 Aesthetic Breast Meeting BIA-ALCL Consensus Conference Report","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Consensus conference; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007025939,0.0004267002,0.0009782217,0.0003611637,0.0007919432,0.0001735445,0.0001743853,0.0002820312,0.0004608064],"category_scores_gemma":[0.001267482,0.0003651055,0.0003479628,0.0001122677,0.001440063,0.0002281028,0.0001020895,0.0004804868,0.0002290028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109165,"about_ca_system_score_gemma":0.0009078977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002509177,"about_ca_topic_score_gemma":0.00003660253,"domain_scores_codex":[0.9971718,0.0001112181,0.0008991302,0.0007413964,0.0004025346,0.0006739236],"domain_scores_gemma":[0.9957873,0.001280745,0.001103189,0.00087286,0.0005426028,0.0004133327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005745073,0.00008282503,0.4374579,0.0001090215,0.0002170367,0.002178512,0.00006180593,0.000001226487,0.0009786404,0.0003106164,0.001738625,0.5562893],"study_design_scores_gemma":[0.0009604329,0.00003978204,0.1996167,0.001681105,0.0002722096,0.7942789,0.0003228088,0.0002395392,0.001035293,0.0007092722,0.0003410362,0.0005029324],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723521,0.00009749025,0.000199847,0.0006721088,0.005846982,0.0003135954,0.0001259388,0.0001710445,0.02022082],"genre_scores_gemma":[0.9974374,0.00003630783,0.001036742,0.00001988627,0.0005479052,0.00002294371,0.00005279934,0.00004972517,0.0007962874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921004,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501133916936657,"score_gpt":0.2658873327094136,"score_spread":0.230875993540047,"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."}}