{"id":"W4400643183","doi":"10.1016/j.bjps.2024.07.019","title":"Non-operative management of metacarpal II-IV fractures: A retrospective study from a tertiary hand unit","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Tertiary care; Retrospective cohort study; Medicine; Metacarpal bones; Unit (ring theory); Dentistry; Surgery; Orthodontics; Mathematics","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":[0.0005421351,0.0004066824,0.0006857465,0.001679274,0.001050287,0.0008495819,0.0006468694,0.0005206337,0.003095028],"category_scores_gemma":[0.002534124,0.0006808715,0.0005258266,0.001926692,0.0006494543,0.0004963563,0.0008302353,0.0005985906,0.0006591803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009512885,"about_ca_system_score_gemma":0.001388103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005206236,"about_ca_topic_score_gemma":0.008482396,"domain_scores_codex":[0.9988508,0.0001442953,0.0002623775,0.0002223923,0.0002890268,0.0002311023],"domain_scores_gemma":[0.9967769,0.0006081206,0.00148598,0.0002713308,0.0002943344,0.0005633305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006972597,0.00008328322,0.9949179,0.00005514347,0.00002680178,0.002531234,0.000364895,0.00001763676,0.0002699774,0.00001459114,0.00008580449,0.00156307],"study_design_scores_gemma":[0.00001962426,0.0007030065,0.9799555,0.0000796815,0.00007038973,0.01520717,0.003049521,0.00007838446,0.000264571,0.00002810603,0.0005263209,0.00001785946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988847,0.0004494322,0.0000903539,0.00002870966,0.000004020138,0.00003883535,0.0001112445,0.000003291059,0.0003893477],"genre_scores_gemma":[0.9991162,0.0003543032,0.00008421693,0.0000691299,0.0000135695,0.0000270644,0.0001566234,0.000003670574,0.0001751618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005206236,"threshold_uncertainty_score":0.01035392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383359157668165,"score_gpt":0.285073743906525,"score_spread":0.2712401523298433,"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."}}