{"id":"W3096939895","doi":"10.1097/gox.0000000000003091","title":"Breast Implant-associated Anaplastic Large Cell Lymphoma: A Canadian Surgical Oncology Survey","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Anaplastic large-cell lymphoma; Medicine; Breast implant; Surgical oncology; Breast cancer; Respondent; Implant; Oncology; Internal medicine; Surgery; Cancer; Lymphoma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006995,0.0002428313,0.0002227659,0.001701238,0.001706959,0.0007191556,0.0007871077,0.0004453169,0.002928221],"category_scores_gemma":[0.002947744,0.0002436839,0.0002954545,0.005055202,0.0006085943,0.0004015048,0.0008805379,0.0005746563,0.0003676754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01553578,"about_ca_system_score_gemma":0.021286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788474,"about_ca_topic_score_gemma":0.9844524,"domain_scores_codex":[0.9984962,0.00008968711,0.00008822628,0.0001459288,0.0007899167,0.0003901303],"domain_scores_gemma":[0.9971573,0.0001712916,0.0006991915,0.00004914181,0.00104488,0.0008781626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004220516,0.00004725563,0.9848387,0.0001733084,0.00002013915,0.0001111696,0.00171694,0.00004746127,0.0002237829,0.00007241246,0.005747337,0.006959338],"study_design_scores_gemma":[0.000005031865,0.00002386344,0.9944333,0.00005364451,0.00001060919,0.00008310472,0.002497878,0.00009297998,0.00003233721,0.000009028638,0.002750282,0.000007941324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757398,0.001118772,0.0001149415,0.002606755,0.00002527696,0.0002208404,0.01148671,0.00001999225,0.008666995],"genre_scores_gemma":[0.9933423,0.001535067,0.0002454226,0.0008888069,0.00001445894,0.00007120372,0.002882221,0.000006120395,0.001014494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115256,"threshold_uncertainty_score":0.1127205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771412581952672,"score_gpt":0.2706363398027433,"score_spread":0.2429222139832166,"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."}}