{"id":"W4403188917","doi":"10.1590/acb395624","title":"Use of industrial liquid silicone: a scoping review","year":2024,"lang":"en","type":"review","venue":"Acta Cirúrgica Brasileira","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Silicone; Materials science; Composite material","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006226802,0.0005910606,0.004089854,0.0005691008,0.00004209292,0.00005244706,0.0002539364,0.000783563,0.0009303291],"category_scores_gemma":[0.002138654,0.0004404662,0.001474193,0.001172849,0.0001140547,0.0001626661,0.0001691776,0.001044125,0.0001586253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483951,"about_ca_system_score_gemma":0.001737969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722268,"about_ca_topic_score_gemma":0.000002384236,"domain_scores_codex":[0.9964125,0.0002640976,0.001767542,0.0006296757,0.0005797244,0.0003464983],"domain_scores_gemma":[0.9975072,0.0005976356,0.0006303465,0.0008432477,0.0001814088,0.0002402064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000404729,0.0001156132,0.000005332169,0.2370204,0.0003388683,0.0001533423,0.00001394141,3.632466e-9,0.00001269886,0.0001539456,0.1127605,0.6493849],"study_design_scores_gemma":[0.00006584429,0.0001323401,2.402145e-7,0.4596198,0.001274922,0.00009955695,6.723146e-7,2.378287e-7,0.00001418115,7.708178e-7,0.5386031,0.0001883936],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001689042,0.9929624,0.000001933796,0.0004935083,0.000433004,0.003763548,0.0001285311,0.0003274395,0.001872709],"genre_scores_gemma":[0.00003083913,0.9966657,0.00007060607,0.001210049,0.0001839212,0.0003003111,0.0003848648,0.00011783,0.001035942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6491965,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649684756983946,"score_gpt":0.428436122971692,"score_spread":0.1634676472732974,"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."}}