{"id":"W4307377169","doi":"10.21203/rs.3.rs-2185864/v1","title":"Timing of surgery for proximal humeral fracture treated with shoulder hemiarthroplasty, best results with surgery within 2 weeks","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Skånes universitetssjukhus; Uppsala Universitet; Akademiska Sjukhuset","keywords":"Medicine; Arthroplasty; Proximal humerus; Surgery; Humerus fracture; Humerus; Osteoarthritis; Patient satisfaction; Shoulder Fracture; Shoulder surgery; Humeral fracture; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003295587,0.0001453166,0.000237051,0.0005576315,0.0001738898,0.0003370452,0.0001620698,0.0002168655,0.002485488],"category_scores_gemma":[0.002915648,0.00006353612,0.0004620333,0.0004270428,0.0001008735,0.0002104805,0.0002009898,0.0001966598,0.0002516307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829425,"about_ca_system_score_gemma":0.0005417686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133655,"about_ca_topic_score_gemma":0.002425363,"domain_scores_codex":[0.9997279,0.00006456654,0.00004843818,0.00004167688,0.00006119097,0.00005635161],"domain_scores_gemma":[0.9982349,0.0004503073,0.0009230308,0.00002683117,0.0001187438,0.0002461161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106312,0.0001349744,0.9856594,0.0001025249,0.00008695965,0.0003994828,0.00005311835,0.0002703297,0.0006744899,0.00002525797,0.0002044799,0.01128265],"study_design_scores_gemma":[0.0000317917,0.0007659865,0.9962192,0.00004779355,0.0001067003,0.001613069,0.0002617112,0.0001740029,0.0003968466,0.00005137563,0.0003222659,0.00000919538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972643,0.001671341,0.0001330353,0.0000760343,0.00002286445,0.000007550438,0.0002601249,0.000005430686,0.0005594857],"genre_scores_gemma":[0.9992361,0.0002793866,0.0001245214,0.00001167247,0.00001404081,0.000006131724,0.0001859533,0.000001597068,0.0001407067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485488,"threshold_uncertainty_score":0.008314788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438814861525922,"score_gpt":0.4169193221621506,"score_spread":0.2730378360095584,"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."}}