{"id":"W4362459539","doi":"10.1007/s00266-023-03319-w","title":"Methodological Quality of Open Access Compared to Traditional Journal Publications in the Plastic Surgery Literature","year":2023,"lang":"en","type":"review","venue":"Aesthetic Plastic Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Quality (philosophy); Evidence-based medicine; Popularity; Logistic regression; Otorhinolaryngology; Plastic surgery; Impact factor; Sister; Alternative medicine; Surgery; Psychology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.3651165,0.000863552,0.01936383,0.003995275,0.0002919966,0.008959272,0.01186032,0.0003986793,0.003515614],"category_scores_gemma":[0.5704789,0.0003544043,0.007541295,0.01414803,0.0002028706,0.000822224,0.0008913323,0.001139295,0.001406737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138505,"about_ca_system_score_gemma":0.001741517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001888281,"about_ca_topic_score_gemma":0.000042178,"domain_scores_codex":[0.8565694,0.1039846,0.02827902,0.001868978,0.00853613,0.0007618542],"domain_scores_gemma":[0.1365501,0.8378016,0.01827949,0.004892041,0.001923802,0.0005530362],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003034308,0.0004840124,0.002736033,0.003603957,0.0005050944,0.0001041366,0.0002996952,0.0001931319,7.456013e-8,0.005078917,0.7254623,0.2615024],"study_design_scores_gemma":[0.00008217302,0.00001705855,0.02856975,0.01159873,0.000824825,0.00086355,0.0001433307,0.00007136608,2.168028e-8,0.007290488,0.9499658,0.0005729521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002950225,0.9715854,0.01084356,0.002173522,0.00688664,0.003551977,0.001204217,0.0000282504,0.0007762294],"genre_scores_gemma":[0.003428506,0.989879,0.001514578,0.0004679444,0.0005799398,0.001914607,0.0009978093,0.0001185773,0.001099078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.733817,"threshold_uncertainty_score":0.9998908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9801904653653932,"score_gpt":0.6712044291160423,"score_spread":0.3089860362493509,"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."}}