{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003402605,0.0001340501,0.0001668501,0.0005448036,0.000615537,0.0007613871,0.0002486942,0.0002782508,0.005269691],"category_scores_gemma":[0.001533934,0.0001636921,0.000222488,0.0006778997,0.0003869293,0.0002550096,0.0005019732,0.000337445,0.0003142821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334612,"about_ca_system_score_gemma":0.001188644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1171074,"about_ca_topic_score_gemma":0.1191269,"domain_scores_codex":[0.9996877,0.00006461334,0.00002342317,0.00002743546,0.0001031881,0.00009361409],"domain_scores_gemma":[0.9990441,0.0001675236,0.0003776256,0.00001620009,0.0001373465,0.0002571176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004381337,0.00005956743,0.9910392,0.00002515565,0.000009709067,0.0003026893,0.002405413,0.00002536877,0.0004014998,0.00001823376,0.0004141788,0.005255008],"study_design_scores_gemma":[0.000006890787,0.0002130475,0.9898838,0.00002027652,0.00001093592,0.0005822803,0.0078282,0.0001138999,0.000108549,0.00001037899,0.001212105,0.000009537442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988084,0.00009649892,0.00001343465,0.0001794946,0.000003616972,0.000007327475,0.0001130212,0.000001809721,0.0007764525],"genre_scores_gemma":[0.9993973,0.0001476199,0.00001947783,0.00008702144,0.000003348702,0.000004473813,0.00005565687,6.728357e-7,0.0002843357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8828925,"threshold_uncertainty_score":0.2328516,"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."}}