{"id":"W4378190123","doi":"10.1016/j.jogc.2023.04.003","title":"Abstract Authors","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004009149,0.00007361449,0.000239856,0.0003837733,0.00005466486,0.00001002487,0.00005211543,0.00007832339,0.0002313869],"category_scores_gemma":[0.01094213,0.00006026777,0.00004494523,0.000623824,0.00002916726,0.0000512305,0.00002036773,0.0003022927,0.000003122162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007518015,"about_ca_system_score_gemma":0.002131098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008002064,"about_ca_topic_score_gemma":0.004583971,"domain_scores_codex":[0.9990863,0.00001585433,0.0003193063,0.000102019,0.0002878827,0.0001885967],"domain_scores_gemma":[0.9980769,0.001112876,0.0002260782,0.0001158085,0.0002244312,0.0002438666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002060681,0.0000980879,0.5322695,0.0001989089,0.0002616755,0.01486374,0.0001860687,0.0002570509,0.000661621,0.0001291542,0.09792505,0.3531286],"study_design_scores_gemma":[0.0008466475,0.0001853883,0.9336754,0.000003764955,0.00004781324,0.0001376573,0.0001414604,0.00003750651,0.00007132727,0.0001098628,0.06469177,0.00005142457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788494,0.0009101682,0.000005328269,0.006765282,0.01261408,0.00007359945,0.000003910001,0.00001066014,0.0007675501],"genre_scores_gemma":[0.9983945,0.0001362828,0.00007077617,0.0006846311,0.00007103501,5.21411e-7,0.000001791977,0.000009159442,0.0006312368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014059,"threshold_uncertainty_score":0.9986038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626827295524144,"score_gpt":0.2921517283946141,"score_spread":0.2658834554393727,"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."}}