{"id":"W2943601718","doi":"10.1007/s00198-019-04976-x","title":"Prognostic factors of in-hospital complications after hip fracture surgery: a scoping review","year":2019,"lang":"en","type":"review","venue":"Osteoporosis International","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Orthopaedic Foundation; National Institute for Health and Care Research; Stryker","keywords":"Medicine; Hip fracture; MEDLINE; CINAHL; Orthopedic surgery; Cochrane Library; Intensive care medicine; Internal medicine; Surgery; Emergency medicine; Osteoporosis; Meta-analysis; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002213518,0.0004200239,0.002275798,0.000459127,0.00001939851,0.00002277472,0.0002900018,0.0003103156,0.001418313],"category_scores_gemma":[0.0007350075,0.0003157858,0.0009014378,0.0003125438,0.00007035489,0.0001048112,0.00008650504,0.00051686,0.0001441842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957306,"about_ca_system_score_gemma":0.0006856277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002582498,"about_ca_topic_score_gemma":0.00001203211,"domain_scores_codex":[0.9973936,0.00008354215,0.001248917,0.0004834641,0.0005526904,0.0002377739],"domain_scores_gemma":[0.9974959,0.0008416136,0.0008119551,0.0005103936,0.0002380859,0.0001020788],"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":[0.0000312936,0.001327221,0.09101649,0.5839511,0.0008696728,0.00006290949,0.0004789836,9.476607e-7,6.791525e-7,0.00004788452,0.0111307,0.3110822],"study_design_scores_gemma":[0.0001349465,0.0000512892,0.01141025,0.6053416,0.0008036059,0.00002705001,0.00001052908,7.210419e-7,0.000001766391,0.000005370008,0.381953,0.0002599277],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002131134,0.994455,0.00001305813,0.000556927,0.0006663439,0.002806172,0.0002091832,0.0000284335,0.001051804],"genre_scores_gemma":[0.006407501,0.9899298,0.00009656126,0.0005220809,0.0001554557,0.0004813558,0.002142605,0.00006192332,0.0002027145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3708223,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024371570253629,"score_gpt":0.368750694905256,"score_spread":0.3185069792027197,"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."}}