{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4c42a17142b3","filters":{"venue":"OBG Management"}},"results":[{"id":"W3083442274","doi":"10.12788/obgm.0025","title":"A pandemic playbook for residency programs in the COVID-19 era: Lessons learned from ObGyn programs at the epicenter","year":2020,"lang":"en","type":"article","venue":"OBG Management","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical education; Medical school; Residency training; Medicine; Virology","authors":[{"name":"Julia Cron","is_ca":false},{"name":"Katherine Chen","is_ca":false},{"name":"Rini B. Ratan","is_ca":false},{"name":"Abigail Ford Winkel","is_ca":true},{"name":"Karen Duncan","is_ca":false},{"name":"Erika Banks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4180974315637789,"gpt":0.4429722635933811,"spread":0.02487483202960222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01186018,0.001238344,0.0005857344,0.001035088,0.006271908,0.004015487,0.003207033,0.003560223,0.02177579],"category_scores_gemma":[0.02049373,0.0005220959,0.0006728958,0.0005800981,0.002012199,0.004827549,0.009250974,0.00982496,0.003384957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331184,"about_ca_system_score_gemma":0.02139469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006716255,"about_ca_topic_score_gemma":0.04589202,"domain_scores_codex":[0.9962404,0.001935507,0.0001504539,0.0001892931,0.0007129051,0.0007714769],"domain_scores_gemma":[0.9690872,0.007308485,0.0007368352,0.0006588604,0.003512108,0.01869653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000103756,0.002240046,0.00790041,0.0007266866,0.00003110701,0.002253254,0.01182919,0.001084887,0.000595913,0.003408604,0.6455163,0.3243097],"study_design_scores_gemma":[0.0001854835,0.001396012,0.01898768,0.00561808,0.00004224045,0.001807282,0.09978944,0.001124274,0.0007926308,0.009352178,0.8607214,0.0001833984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09598381,0.01595307,0.01341863,0.7293972,0.0287242,0.001578302,0.0007253786,0.001545904,0.1126735],"genre_scores_gemma":[0.4758196,0.04785966,0.1716709,0.1676702,0.01440619,0.002956854,0.001908085,0.001088554,0.1166199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02177579,"threshold_uncertainty_score":0.07284725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}