{"id":"W4211112267","doi":"10.1016/j.amsu.2022.103374","title":"Stable internal fixation with dual plate technique for osteoporotic distal femur fractures","year":2022,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Valgus; Range of motion; WOMAC; Internal fixation; Surgery; Femur; Weight-bearing; Radiological weapon; Fixation (population genetics); Femur fracture; Osteoporosis; Orthodontics; Osteoarthritis; Internal medicine; Population","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":[0.0002317922,0.0005550219,0.0002586562,0.0009059536,0.0002527469,0.0002267452,0.0003640326,0.0002534044,0.001891982],"category_scores_gemma":[0.0004752541,0.0001628185,0.0003651823,0.0003728987,0.0003623242,0.0001665208,0.0003024712,0.0002976626,0.0005734955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542501,"about_ca_system_score_gemma":0.0002861193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830114,"about_ca_topic_score_gemma":0.0007386848,"domain_scores_codex":[0.9998091,0.00001837215,0.00001981765,0.00002679374,0.00009863642,0.00002728674],"domain_scores_gemma":[0.9997975,0.00002730589,0.000113206,0.00001301561,0.00001870611,0.00003018163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004129722,0.001431208,0.3242184,0.001853296,0.0004361619,0.008230988,0.0005157075,0.001842638,0.173204,0.0004550588,0.002167767,0.4815152],"study_design_scores_gemma":[0.001481951,0.02875278,0.4535247,0.0007666538,0.0009698939,0.4059451,0.0006609385,0.007975438,0.08294528,0.001067734,0.01575856,0.0001509133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756728,0.008080938,0.01387769,0.0001797392,0.00006355225,0.00005996395,0.0001043891,0.0000965003,0.001864457],"genre_scores_gemma":[0.9925947,0.002017113,0.004442217,0.00006024588,0.0000762596,0.00003724147,0.00009931853,0.000007838956,0.0006652157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001891982,"threshold_uncertainty_score":0.006329298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604241802348084,"score_gpt":0.3248289497578473,"score_spread":0.2787865317343665,"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."}}