{"id":"W4396951122","doi":"10.1080/09638288.2024.2351594","title":"The feasibility, acceptability, safety, and effects of early weight bearing in humeral fractures – a scoping review","year":2024,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Weight-bearing; Medicine; Humeral shaft; Physical therapy; Physical medicine and rehabilitation; Humerus; 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":[0.02107593,0.001087459,0.00508659,0.007332945,0.000704962,0.004486259,0.001987728,0.0031833,0.003570494],"category_scores_gemma":[0.101044,0.0009762374,0.00518687,0.007754404,0.001693459,0.002685993,0.001426379,0.001631039,0.0003818097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862073,"about_ca_system_score_gemma":0.009789796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007297618,"about_ca_topic_score_gemma":0.01586802,"domain_scores_codex":[0.9824759,0.007006317,0.006280458,0.0007926072,0.003173035,0.0002716909],"domain_scores_gemma":[0.8664581,0.1139938,0.0140043,0.0009665512,0.004231626,0.0003455508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002131213,0.00003545297,0.0007740402,0.9095135,0.003355157,0.00006843658,0.0003384377,0.00007698429,0.00008948944,0.000292951,0.0009744918,0.08426793],"study_design_scores_gemma":[0.0001043428,0.0002122491,0.003515576,0.9667116,0.01595932,0.000337416,0.0004245668,0.00004570551,0.0001425515,0.000250731,0.0122707,0.00002521409],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001248811,0.9976399,0.00009060572,0.0002451308,0.00008470436,0.0001445087,0.000118942,0.000002862196,0.000424556],"genre_scores_gemma":[0.01565813,0.9829032,0.0004275485,0.0003623017,0.00009545884,0.0003351584,0.0001272899,0.000003814932,0.00008705571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02107593,"threshold_uncertainty_score":0.1114615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416498577670981,"score_gpt":0.3937012881743929,"score_spread":0.3695363023976831,"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."}}