{"id":"W4408732235","doi":"10.1097/gox.0000000000006571","title":"Minimal Pain Tumescent Local Anesthesia WALANT Basal Thumb Arthritis Implant Arthroplasty","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Implant; Arthroplasty; Surgery; Thumb; Basal (medicine); Local anesthesia; Anesthesia; Arthritis; Diabetes mellitus; Internal medicine","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":[0.0001998552,0.0004263379,0.0003032228,0.0004639169,0.0003310728,0.0006264195,0.0003520026,0.000532381,0.01727725],"category_scores_gemma":[0.0009096122,0.000138254,0.0004872169,0.0001689057,0.0002626156,0.000799122,0.0005282427,0.001231229,0.00461485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768768,"about_ca_system_score_gemma":0.0003180517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004749455,"about_ca_topic_score_gemma":0.001692777,"domain_scores_codex":[0.9998249,0.0000278497,0.00001705068,0.0000205496,0.00007711979,0.00003250013],"domain_scores_gemma":[0.9997553,0.00007681048,0.00005572223,0.00002061245,0.00004144128,0.0000499437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001132348,0.0009071293,0.003199606,0.001442334,0.00005839887,0.0109439,0.0003103887,0.0005544325,0.05176552,0.002260963,0.06037079,0.8670543],"study_design_scores_gemma":[0.0006863903,0.009513559,0.03330946,0.001829015,0.0002639533,0.1740356,0.0006206546,0.004778586,0.0477533,0.003121608,0.7238512,0.0002365884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3551482,0.08141096,0.1517857,0.01749482,0.01093747,0.0009644142,0.0009660384,0.01167687,0.3696155],"genre_scores_gemma":[0.7531689,0.03121938,0.07939357,0.01132802,0.005357381,0.0006269201,0.001026312,0.0005950762,0.1172843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01727725,"threshold_uncertainty_score":0.05779815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132961635027888,"score_gpt":0.2599234032773827,"score_spread":0.2485937869271038,"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."}}