{"id":"W2082144557","doi":"10.1016/j.jse.2013.02.003","title":"Locking plate fixation of proximal humeral fractures with impaction of the fracture site to restore medial column support: a biomechanical study","year":2013,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Impaction; Fixation (population genetics); Fracture (geology); Humeral fracture; Orthodontics; Internal fixation; Surgery; Geology; Geotechnical engineering","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":[0.001399835,0.001036561,0.0005747544,0.001756615,0.0007088681,0.0004917767,0.001618282,0.00119805,0.004262675],"category_scores_gemma":[0.003634154,0.0006237502,0.001020664,0.001303968,0.001619567,0.0008774541,0.0003554695,0.000829366,0.0006328449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004001117,"about_ca_system_score_gemma":0.0005730762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020266,"about_ca_topic_score_gemma":0.002863487,"domain_scores_codex":[0.9991615,0.0002491359,0.00009608327,0.00006537043,0.0002617582,0.0001660993],"domain_scores_gemma":[0.9985586,0.0008223398,0.0001817122,0.0001724729,0.0001830028,0.00008184329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1386014,0.08001114,0.183438,0.001430524,0.001219968,0.01329547,0.003213187,0.009862845,0.3102962,0.0008250211,0.0008630733,0.2569432],"study_design_scores_gemma":[0.006336666,0.4170606,0.4288768,0.000351674,0.001313468,0.03333704,0.004578192,0.01242602,0.09225164,0.0009353685,0.002316387,0.000216252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992489,0.0001875946,0.0002933767,0.00001786664,0.00001092085,0.00002777689,0.00002549641,0.000003261095,0.0001847308],"genre_scores_gemma":[0.9988193,0.0002916305,0.0004603098,0.00002922902,0.00002654451,0.00002376076,0.00006411344,0.000003776707,0.0002813624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004262675,"threshold_uncertainty_score":0.01426011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116081225552321,"score_gpt":0.3065928933659246,"score_spread":0.2854320811104014,"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."}}