{"id":"W2624808490","doi":"10.3892/etm.2017.4585","title":"Worldwide research productivity in fracture surgery: A 10-year survey of publication activity","year":2017,"lang":"en","type":"article","venue":"Experimental and Therapeutic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web of science; Demography; Bibliometrics; Population; Per capita; Medicine; Productivity; Citation; Geography; Political science; Library science; MEDLINE; Environmental health; Economic growth; Economics; Sociology; Law","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0139058,0.0005035945,0.001186065,0.03092116,0.0005296473,0.00362451,0.0007934141,0.0008227109,0.002831407],"category_scores_gemma":[0.04472405,0.0002763165,0.001790331,0.04904562,0.0008148879,0.003998263,0.001938273,0.0005971461,0.001075585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524193,"about_ca_system_score_gemma":0.002598882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389342,"about_ca_topic_score_gemma":0.002931587,"domain_scores_codex":[0.9887784,0.00237841,0.003883515,0.001299609,0.003175394,0.0004847197],"domain_scores_gemma":[0.9094225,0.03506337,0.03548931,0.002695574,0.01349739,0.003831852],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100401,0.00006534431,0.7058563,0.01291111,0.00186339,0.0009109508,0.003059806,0.0003272557,0.001223212,0.001332365,0.01393586,0.2581043],"study_design_scores_gemma":[0.00004007613,0.0002337777,0.9315689,0.005259736,0.0008327977,0.003006611,0.003554026,0.0002901281,0.0005010507,0.0008348454,0.05380395,0.00007420387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3963719,0.5670969,0.001280045,0.007224422,0.0006712019,0.00009645565,0.0179966,0.0001971373,0.009065324],"genre_scores_gemma":[0.7076491,0.2749611,0.002585402,0.001016987,0.001011272,0.0001361405,0.01064321,0.00007621635,0.00192052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9860942,"threshold_uncertainty_score":0.07354182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3958476221010613,"score_gpt":0.5260081151185658,"score_spread":0.1301604930175045,"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."}}