{"id":"W2896292806","doi":"10.1302/0301-620x.100b10.bjj-2017-1142.r2","title":"A systematic review of meta-analyses in orthopaedic surgery between 2000 and 2016","year":2018,"lang":"en","type":"review","venue":"The Bone & Joint Journal","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Orthopedic surgery; Systematic review; MEDLINE; Physical therapy; Quality Score; Psychological intervention; Surgery; Internal medicine","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04281694,0.003531338,0.01506626,0.01901441,0.0009274225,0.00448857,0.002227297,0.002669749,0.002805118],"category_scores_gemma":[0.14378,0.002319263,0.02539501,0.01707293,0.001235768,0.003423882,0.002481528,0.001944019,0.0003598198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005923447,"about_ca_system_score_gemma":0.01037157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503837,"about_ca_topic_score_gemma":0.01821529,"domain_scores_codex":[0.94356,0.02651224,0.02003168,0.002990401,0.006158201,0.0007474661],"domain_scores_gemma":[0.9187636,0.05772362,0.0142126,0.002307762,0.006498973,0.0004934071],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007040701,0.00001801729,0.003036507,0.7879169,0.1847759,0.0001410011,0.0001539257,0.0003075736,0.0002233292,0.0002843907,0.001064098,0.0213742],"study_design_scores_gemma":[0.0005591555,0.0002601262,0.006319828,0.2598237,0.7247824,0.0003661754,0.0001475946,0.0001701883,0.0002819553,0.0005652679,0.006674169,0.00004938006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001233009,0.9968488,0.0005588508,0.0002450733,0.0001724208,0.0003811917,0.0003973757,0.00001402631,0.0001493528],"genre_scores_gemma":[0.04704931,0.9449266,0.00426111,0.0007821372,0.0002824243,0.001934059,0.0005925847,0.00002170507,0.000150158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849337,"threshold_uncertainty_score":0.2264403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8944303526301511,"score_gpt":0.5763763079147485,"score_spread":0.3180540447154027,"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."}}