{"id":"W4391485481","doi":"10.1097/gox.0000000000005570","title":"Tips, Tricks, and Pearls for a Superior Patient and Surgeon Experience for Wide-awake Dupuytren Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Tourniquet; Medicine; Surgery; Local anesthesia; General surgery","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":[0.001483418,0.0007096234,0.000386271,0.0007595178,0.002022206,0.001475805,0.0004664426,0.001155095,0.01943346],"category_scores_gemma":[0.004655336,0.0002847516,0.0008508348,0.0003267213,0.0008876036,0.003440525,0.001868691,0.002703514,0.00440233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139455,"about_ca_system_score_gemma":0.0007505818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001753298,"about_ca_topic_score_gemma":0.001077504,"domain_scores_codex":[0.9993346,0.0001569979,0.00006753727,0.00006780154,0.000248836,0.0001241899],"domain_scores_gemma":[0.9976254,0.0004690657,0.0003076286,0.0001390126,0.000191172,0.001267734],"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":[0.0004964765,0.004096119,0.06389694,0.0009157641,0.0001496606,0.0480544,0.007856122,0.001038774,0.02142466,0.003856482,0.1953398,0.6528748],"study_design_scores_gemma":[0.0002822512,0.00621568,0.07673252,0.001113779,0.0001342643,0.5837801,0.01138537,0.002691047,0.005982558,0.009101824,0.3021707,0.000409896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7337644,0.02334146,0.06207608,0.07089394,0.0105938,0.0006124951,0.000421029,0.004978102,0.09331872],"genre_scores_gemma":[0.7738602,0.0148631,0.1392656,0.02139431,0.008990864,0.0002814717,0.0003358369,0.0007341903,0.04027443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01943346,"threshold_uncertainty_score":0.06501144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538176624237047,"score_gpt":0.2900663809260289,"score_spread":0.2646846146836584,"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."}}