{"id":"W3097548962","doi":"10.1097/gox.0000000000003116","title":"Perception of Implants among Breast Reconstruction Patients in Montreal","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Breast reconstruction; Perception; Audiology; Psychology; Medicine; Breast cancer; Internal medicine; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002140971,0.0003139898,0.0009720721,0.0001989539,0.00007119449,0.00004697272,0.0001787842,0.0002312207,0.0004888283],"category_scores_gemma":[0.0002146139,0.0002904831,0.0001974916,0.0006682508,0.0003519277,0.0007102771,0.0001359444,0.0002713651,0.00006421703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269239,"about_ca_system_score_gemma":0.0002627083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552303,"about_ca_topic_score_gemma":0.0005705659,"domain_scores_codex":[0.9976248,0.0001449291,0.0009173825,0.0005852163,0.0003121138,0.0004156243],"domain_scores_gemma":[0.9984394,0.0002932559,0.000470982,0.0001763168,0.0002636897,0.0003564067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001440219,0.00008484274,0.6369144,0.00005563163,0.000075357,0.00001699788,0.00006158224,0.000004624177,0.00005451455,0.00001739334,0.0001393394,0.3611351],"study_design_scores_gemma":[0.002159074,0.0001225797,0.9802873,0.0004766217,0.00009981228,0.01496438,0.0009924253,0.000343392,0.00005754231,0.0002283651,0.000003911056,0.0002646581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931892,0.00001017664,0.00008678976,0.00007607455,0.001356935,0.0007672772,0.0007662592,0.00004220909,0.00370515],"genre_scores_gemma":[0.9989147,0.0000205356,0.0006353914,0.00003295398,0.0001569165,0.000021264,0.0001906772,0.00001826573,0.000009315311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608704,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739889813437515,"score_gpt":0.2459105070331085,"score_spread":0.2285116088987334,"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."}}