{"id":"W2576026594","doi":"10.1097/aog.0000000000001852","title":"Subspecialty Influence on Scientific Peer Review for an Obstetrics and Gynecology Journal With a High Impact Factor","year":2017,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Subspecialty; Obstetrics and gynaecology; Medicine; Reproductive endocrinology and infertility; Gynecology; Reproductive medicine; Gynecologic oncology; Odds ratio; Obstetrics; Family medicine; Pregnancy; 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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1345065,0.000537449,0.001616637,0.008873871,0.002549562,0.005905806,0.001658674,0.001988721,0.004153829],"category_scores_gemma":[0.6456929,0.000771072,0.002072827,0.007538521,0.002227404,0.003457911,0.002965955,0.0014647,0.0007410319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376212,"about_ca_system_score_gemma":0.01482755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003541504,"about_ca_topic_score_gemma":0.008795951,"domain_scores_codex":[0.7426571,0.1102684,0.06742679,0.01307508,0.06264404,0.00392859],"domain_scores_gemma":[0.1153047,0.4238458,0.2811195,0.02443556,0.1323268,0.02296773],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009375705,0.0001326336,0.9101719,0.003793742,0.002044265,0.0004473526,0.001872049,0.000200449,0.0007678092,0.0003996648,0.0104468,0.06878571],"study_design_scores_gemma":[0.0002238818,0.000637736,0.9757679,0.003138165,0.00146304,0.002198286,0.001376067,0.00128132,0.0007318404,0.0006430671,0.0124071,0.0001316662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8236281,0.09413666,0.009949813,0.03879734,0.007032814,0.002104635,0.00261345,0.0006219404,0.02111522],"genre_scores_gemma":[0.9825649,0.003846715,0.007433315,0.001480759,0.003003485,0.0004923451,0.0003573373,0.0000871338,0.000734138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9911261,"threshold_uncertainty_score":0.7113469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4407357565372697,"score_gpt":0.5384816350212948,"score_spread":0.09774587848402505,"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."}}