{"id":"W4377691967","doi":"10.1097/prs.0000000000010706","title":"Clinically Important Pharmacologic Considerations for Wide-Awake Local Anesthesia No Tourniquet Hand Surgery","year":2023,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Chemotherapy-related skin toxicity","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Tourniquet; Medicine; Surgery; Anesthesia","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003213948,0.001232122,0.006829618,0.001052392,0.0003828743,0.0001281585,0.0001710981,0.001445575,0.001656856],"category_scores_gemma":[0.03001881,0.001045858,0.003841571,0.0007876128,0.001315697,0.0001529133,0.00006494542,0.001638885,0.000435573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573645,"about_ca_system_score_gemma":0.00643109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001679789,"about_ca_topic_score_gemma":0.00001519731,"domain_scores_codex":[0.9912211,0.0006546289,0.004943025,0.001515065,0.0005428008,0.001123414],"domain_scores_gemma":[0.8396412,0.15581,0.002514943,0.0006499769,0.0007739918,0.0006099362],"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":[0.001129886,0.000932896,0.01198737,0.03434326,0.01014897,0.007225796,0.00008624834,0.000006249164,0.00002002042,0.00008679398,0.1779601,0.7560723],"study_design_scores_gemma":[0.002383064,0.000556003,0.0006356537,0.05548337,0.01321462,0.02188106,0.00009307606,0.000332915,0.0001375621,0.002417971,0.8994504,0.003414286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005353495,0.9721392,0.003649478,0.0004077208,0.008476153,0.007382513,0.001195928,0.001068196,0.0003272977],"genre_scores_gemma":[0.0005436311,0.9934533,0.001849897,0.0005877439,0.001094571,0.001041645,0.0006624885,0.000373863,0.0003929141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7526581,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108831571087005,"score_gpt":0.3616583591203884,"score_spread":0.2528267880333833,"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."}}