{"id":"W2765492995","doi":"10.1097/md.0000000000008247","title":"Bibliometric analysis of the top-cited articles on islet transplantation","year":2017,"lang":"en","type":"review","venue":"Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Science Citation Index; Impact factor; Citation; Transplantation; Bibliometrics; Publishing; Library science; MEDLINE; Citation analysis; Family medicine; Internal medicine; Political science; 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":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006327222,0.001053321,0.002392475,0.1914093,0.001470732,0.004321355,0.00108737,0.0007439637,0.005818144],"category_scores_gemma":[0.04842782,0.000260832,0.00219701,0.1888789,0.0005992325,0.00263943,0.001775579,0.0004878234,0.001532886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084337,"about_ca_system_score_gemma":0.003894986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051201,"about_ca_topic_score_gemma":0.005235575,"domain_scores_codex":[0.9893717,0.001464651,0.002683801,0.0008762382,0.005104133,0.0004994901],"domain_scores_gemma":[0.9523114,0.02475444,0.009043808,0.0009385466,0.0119675,0.0009843616],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007433521,0.0003387618,0.5511014,0.04871164,0.004174417,0.001805195,0.003272901,0.003805928,0.007037285,0.004727379,0.02744455,0.3468371],"study_design_scores_gemma":[0.0001292425,0.0004018616,0.865741,0.006616844,0.004903199,0.003898583,0.006781598,0.01120487,0.00503759,0.006410095,0.08866417,0.0002110238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7049049,0.1256431,0.007837707,0.002623938,0.0007182979,0.0016713,0.11335,0.0009505703,0.04230025],"genre_scores_gemma":[0.8828737,0.05799485,0.01195616,0.0002423926,0.0008873206,0.001414867,0.0407709,0.0001269987,0.003732882],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9936728,"threshold_uncertainty_score":0.03346199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421508592924145,"score_gpt":0.4033352240163817,"score_spread":0.2611843647239672,"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."}}