{"id":"W4410943657","doi":"10.1177/17589983251345406","title":"Competencies for advanced clinical practice (ACP) hand therapists in first-line management of closed hand fractures: Results of a United-Kingdom (UK) stakeholder consensus study","year":2025,"lang":"en","type":"article","venue":"Hand Therapy","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"NIHR Imperial Biomedical Research Centre","keywords":"Medicine; Stakeholder; Physical therapy; Public relations","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":[],"consensus_categories":[],"category_scores_codex":[0.00316854,0.0002482265,0.0006951772,0.0002671284,0.0006572974,0.00003771359,0.0002518327,0.0002052119,0.00005739553],"category_scores_gemma":[0.0006861768,0.0001911447,0.0001017619,0.0005339222,0.0002960663,0.00009929834,0.00005466751,0.0005262254,0.000001850481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004805206,"about_ca_system_score_gemma":0.0002089702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007183251,"about_ca_topic_score_gemma":0.00142979,"domain_scores_codex":[0.996211,0.001111529,0.001542442,0.0004402118,0.0003055658,0.0003892809],"domain_scores_gemma":[0.988272,0.009368789,0.001144439,0.0005784277,0.0005746228,0.00006177618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3903206,0.02561696,0.08666983,0.004884887,0.007159658,0.0001953308,0.1402066,0.001819031,0.006886833,0.01257744,0.01833448,0.3053283],"study_design_scores_gemma":[0.07376333,0.003856434,0.0804781,0.003273796,0.0002658753,0.000001242536,0.03915361,0.0002512053,0.001722359,0.002747027,0.79411,0.0003770505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842568,0.002927096,0.0006952106,0.005069316,0.00103571,0.003628417,0.0001194852,0.00002289114,0.002245083],"genre_scores_gemma":[0.9928257,0.001741996,0.002869295,0.001061663,0.0000794333,0.0001624593,0.0000400799,0.00002648785,0.001192818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7757755,"threshold_uncertainty_score":0.7794655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194659842778473,"score_gpt":0.5067283329617456,"score_spread":0.3120684901832726,"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."}}