{"id":"W4230690372","doi":"10.1097/aog.0000000000000777","title":"In Reply","year":2015,"lang":"en","type":"letter","venue":"Obstetrics and Gynecology","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy; Library science; Psychology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001119564,0.0002487202,0.0007769035,0.0004770681,0.0001852454,0.000006287354,0.0001824449,0.003142718,0.0003195673],"category_scores_gemma":[0.00838652,0.0002174419,0.00004204394,0.0003087549,0.00005254653,0.00004510054,0.0001695002,0.005153678,0.0003997542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511559,"about_ca_system_score_gemma":0.0008981348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133794,"about_ca_topic_score_gemma":0.0008072024,"domain_scores_codex":[0.9964567,0.001132268,0.0007972089,0.0005153234,0.0002321581,0.0008663759],"domain_scores_gemma":[0.9863082,0.01249169,0.0003410378,0.0004425083,0.0002733443,0.0001432571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001447489,0.000009265751,0.002193049,0.0007851777,0.000009977581,0.000860948,0.001164398,4.399477e-8,1.321066e-7,0.0002832198,0.9911162,0.003576102],"study_design_scores_gemma":[0.0006022309,0.0001207071,0.0008340601,0.0000984752,0.000007696933,0.000006164904,0.0008325952,0.000004418906,2.992164e-8,0.001471683,0.9958191,0.0002028377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002292071,0.01185914,0.000001267701,0.9332648,0.01276463,0.0007996505,0.00004980328,0.00004279757,0.03892585],"genre_scores_gemma":[0.002355506,0.002634345,0.00003887661,0.9488245,0.00356357,0.0002245263,0.00007284187,0.00005967211,0.04222613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01555975,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253466816123835,"score_gpt":0.4160421131143519,"score_spread":0.2906954315019684,"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."}}