{"id":"W4301732917","doi":"","title":"Fractures in the elderly: when is hip replacement a necessity?","year":2010,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","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":[0.001521708,0.0003487061,0.001249509,0.001582002,0.000933803,0.002250511,0.000780147,0.003241534,0.003206725],"category_scores_gemma":[0.007063939,0.0002378347,0.0004646768,0.001559047,0.00148928,0.003303917,0.0007088644,0.003531106,0.001188717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328015,"about_ca_system_score_gemma":0.002944037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00499002,"about_ca_topic_score_gemma":0.01396123,"domain_scores_codex":[0.9989244,0.0002021523,0.0002223599,0.00008042765,0.0004642834,0.0001063741],"domain_scores_gemma":[0.996828,0.001074999,0.0005745467,0.00003878297,0.0008991472,0.0005843884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003599465,0.0001553503,0.03248867,0.007565143,0.0001277886,0.01502994,0.001414756,0.000189587,0.0007565304,0.004971527,0.1937734,0.7431673],"study_design_scores_gemma":[0.0001722464,0.0007298532,0.1027252,0.0607069,0.0004806928,0.1508496,0.03172685,0.0005435992,0.0004447374,0.02441786,0.6268852,0.000317335],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008028912,0.8211894,0.0005683209,0.1577071,0.004950063,0.00002415853,0.0000902974,0.00003096918,0.00741072],"genre_scores_gemma":[0.04554458,0.9199228,0.0009848771,0.01670333,0.01521173,0.00002238928,0.0001034695,0.00001504998,0.001491762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00499002,"threshold_uncertainty_score":0.01072758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3008041152437548,"score_gpt":0.6025036471168691,"score_spread":0.3016995318731143,"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."}}