{"id":"W2124596921","doi":"10.2106/00004623-200405000-00019","title":"Doubling the Impact","year":2004,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Systematic review; Citation; Impact factor; Science Citation Index; Web of science; Narrative review; Subspecialty; Publish or perish; Scientific literature; Library science; Publication; MEDLINE; Medicine; Publishing; Meta-analysis; Computer science; Family medicine; Political science","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":[0.02309749,0.002678386,0.001533118,0.009499297,0.003899776,0.02472361,0.003613594,0.005788748,0.1118103],"category_scores_gemma":[0.1029694,0.0009715335,0.002141053,0.006825846,0.006204417,0.02696557,0.02009763,0.00634866,0.05388586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005088315,"about_ca_system_score_gemma":0.01061589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670764,"about_ca_topic_score_gemma":0.001553886,"domain_scores_codex":[0.9682342,0.008771943,0.002072823,0.003479299,0.01525554,0.002186166],"domain_scores_gemma":[0.9270905,0.0254523,0.004755901,0.01095247,0.02052406,0.01122482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002694383,0.00009520772,0.003915236,0.002172699,0.0001915427,0.0004021985,0.00125079,0.0004346341,0.001009197,0.1263207,0.3340769,0.5298614],"study_design_scores_gemma":[0.00006136446,0.00008906543,0.002247746,0.001107055,0.0001019358,0.0005910444,0.0007658858,0.0002415821,0.0005768826,0.06800544,0.9261624,0.00004957862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01144764,0.06354527,0.02518624,0.2228736,0.05889529,0.0004463601,0.002678559,0.003943901,0.6109833],"genre_scores_gemma":[0.3886687,0.1052857,0.05094907,0.09033893,0.07564302,0.001161626,0.004146586,0.004961017,0.2788454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1118103,"threshold_uncertainty_score":0.3740426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7678057208473392,"score_gpt":0.5119639511010287,"score_spread":0.2558417697463106,"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."}}