{"id":"W4296131480","doi":"10.1177/22925503221120573","title":"Minimal Pain Tumescent Local Anesthesia Injection for Wide Awake Modified Radical Mastectomy","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Axillary Lymph Node Dissection; Modified Radical Mastectomy; Anesthesia; Local anesthesia; Breast cancer; Surgery; Mastectomy; Sedation; Cancer; Sentinel lymph node","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":[],"consensus_categories":[],"category_scores_codex":[0.0003961392,0.000176708,0.0002222585,0.00006876913,0.0002317082,0.00001122997,0.00008104445,0.00006010275,0.00004195857],"category_scores_gemma":[0.0008413808,0.000177578,0.0001658825,0.0001020918,0.0000925151,0.000002546234,0.00007475232,0.0000789871,0.000003243554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009490499,"about_ca_system_score_gemma":0.0001374789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003113423,"about_ca_topic_score_gemma":0.000008231063,"domain_scores_codex":[0.9987405,0.0001636207,0.0002194855,0.0003747443,0.0001839082,0.0003177243],"domain_scores_gemma":[0.9977719,0.001875166,0.00007748976,0.0001655891,0.00003703319,0.00007284879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01129968,0.002702386,0.6013246,0.0004176905,0.001629923,0.0004180947,0.0003804034,0.02311769,0.01519724,0.0002019876,0.2456462,0.09766416],"study_design_scores_gemma":[0.008289704,0.002939099,0.3872775,0.0001384645,0.0006104471,0.00175794,0.002657266,0.0165022,0.02700864,0.0002026341,0.5499132,0.00270293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565682,0.0004891034,0.04113333,0.0004615526,0.001027345,0.000203842,0.00004980711,0.00004121455,0.00002554632],"genre_scores_gemma":[0.9984917,0.00000921013,0.0001188873,0.000255763,0.0002525328,0.0005220015,0.0002705621,0.00003091091,0.00004841664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304267,"threshold_uncertainty_score":0.7241423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443952186569655,"score_gpt":0.220844027201122,"score_spread":0.2064045053354254,"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."}}