{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145846,0.0002532189,0.000309908,0.0002794336,0.0002763744,0.0002775145,0.0001517192,0.0003914262,0.001236245],"category_scores_gemma":[0.0004169533,0.0001025368,0.0004091519,0.0001495926,0.0002232892,0.0002997643,0.0001765317,0.0007178342,0.0003094209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605911,"about_ca_system_score_gemma":0.0002598416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000290452,"about_ca_topic_score_gemma":0.0007532409,"domain_scores_codex":[0.9999216,0.00001675794,0.00000618024,0.00001139901,0.00002217398,0.00002196175],"domain_scores_gemma":[0.9998907,0.00002628174,0.00002807948,0.000009025994,0.000008095812,0.00003773995],"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":[0.002311772,0.002038816,0.06413931,0.0007597241,0.0001591457,0.2929687,0.0004883061,0.0007238526,0.2889795,0.001378468,0.006116291,0.3399361],"study_design_scores_gemma":[0.0004533212,0.008984256,0.187373,0.0003467129,0.0003853508,0.6787687,0.0005905328,0.003764132,0.07622697,0.001749054,0.04123107,0.0001269595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351156,0.03090138,0.02051016,0.002692551,0.0004614917,0.0002191075,0.0001084801,0.0002940097,0.009697158],"genre_scores_gemma":[0.9852433,0.006147428,0.005810222,0.001073449,0.0003350582,0.00004863354,0.0001098839,0.00002313924,0.001208866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236245,"threshold_uncertainty_score":0.004135609,"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."}}