{"id":"W4377027690","doi":"10.1177/22925503231172794","title":"Commentary on: Breast Reconstruction Perceptions and Access in First Nations Women Are Influenced by Colonization","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Colonization; Perception; Breast reconstruction; Gender studies; Psychology; Geography; Medicine; Breast cancer; Sociology; Internal medicine; Cancer; Archaeology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000147106,0.0001102369,0.0002131368,0.0006816784,0.0002151371,0.00003827362,0.00002953081,0.00008869575,0.0001754636],"category_scores_gemma":[0.0003225752,0.0001066057,0.0000280012,0.0008240166,0.00009354395,0.0002249295,0.00002401064,0.0001341468,0.00003986694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675429,"about_ca_system_score_gemma":0.00004436026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006014236,"about_ca_topic_score_gemma":0.0002527174,"domain_scores_codex":[0.9991664,0.00003721506,0.0002481216,0.0002015046,0.0001324271,0.000214303],"domain_scores_gemma":[0.9970827,0.002593262,0.00008586981,0.00008395447,0.00004777188,0.0001064285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525008,0.00007114892,0.9648241,0.00009700783,0.00002854879,0.00001483465,0.0001984235,0.0001058885,0.0001014216,0.000005945035,0.01460517,0.01979495],"study_design_scores_gemma":[0.0005554541,0.00002196638,0.9928477,0.0004700751,0.00001951502,0.003765279,0.0008207029,0.001057634,0.00002138259,0.00002288696,0.0002757497,0.000121684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953558,0.00000887102,0.00002435358,0.002688617,0.001460884,0.0001405967,0.0001521114,0.0001127625,0.00005604541],"genre_scores_gemma":[0.9991388,0.0001333412,0.000009577389,0.0001302244,0.0001509772,0.00007630741,0.0003162926,0.00001297523,0.00003152211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802351,"threshold_uncertainty_score":0.4347254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680529188542339,"score_gpt":0.2539052406148972,"score_spread":0.2370999487294738,"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."}}